Klaus Mueller, Ph.D
Department of Computer Science, Stony Brook University
261 New Computer Science Building, Stony Brook, NY 11794-2424
Phone: (631) 632-1524, Fax: (631) 632-8334, Email: mueller@cs.stonybrook.edu
Educational Background
- PhD, Computer and Information Science, The Ohio State University,1998
- MS, Computer and Information Science, The Ohio State University, 1996
- MS, Biomedical Engineering, The Ohio State University, 1990
- BS, Electrical Engineering, Polytechnic University of Ulm,
Germany, 1987
Professional
- Chair (Interim), Department of Technology and Society, Stony Brook University, 1/2023
- present
- Professor, Department of Computer Science, Stony Brook University, 9/2012
- present
- Senior Scientist, Computational Science Initiative, Brookhaven National
Laboratory, 7/2018 - present
- Liaison, SUNY Korea Programs, 1/2016 - present
- Professor, Department of Biomedical Engineering, Stony Brook University,
9/2012 - present
- Professor, Department of Radiology, Stony Brook University, 9/2012 -
present
- Professor, Department of Computer Science, SUNY Korea, 3/2012 -
present
- Senior Adjunct Scientist, Computational Science Initiative, Brookhaven National
Laboratory, 2016 - 6/2018
- Founding Chair, Computer Science Department, SUNY Korea, 3/2012
- 12/2015
- Vice President for Academic Affairs and Finance, SUNY Korea, 1/2014
-7/2015
- Associate Professor, Computer Science, Biomedical Engineering, and Radiology,
Stony Brook University, 9/2005 - 9/2012
- Assistant Professor, Computer Science, Biomedical Engineering, and Radiology,
Stony Brook University, 9/1999 - 9/2005
- Adjunct Scientist, Computational Science Initiative, Brookhaven National
Laboratory, 9/1999 - 2016
- Post-Doctoral Fellow, Department of Computer Science, The Ohio State University,
7/1998-8/1999
- Internship, Silicon Graphics Biomedical, 11/1997-1/1998
- Research Associate, Department of Pediatrics, The Ohio State University,
1996-6/1998
- Research Associate, Biomedical Engineering Department, Cleveland Clinics,
1993-1995
- Research Associate, Laboratory of Vascular Diseases, The Ohio State University,
1988-1993
- Development Engineer, Bopp+Reuter, Mannheim, Germany, 1987-1988
- Development Engineer, Medical Devices Inc., Minneapolis, MN, 1984
- Internship, Mercedes Benz, Sindelfingen, Germany, 1981-1982
Teaching
- Undergraduate, graduate, and advanced courses in Visualization and Visual Analyics at Stony Brook
University and SUNY Korea (2000-)
- Undergraduate and graduate courses in Medical Imaging at Stony Brook
University and SUNY Korea (2005-)
- Graduate course in GPGPU Programming at Stony Brook University
and SUNY Korea (2004, 2014)
- Gradiuate course on Data Science Fundamentals at SUNY Korea (2015)
- Undergraduate and graduate courses on Human Computer Interaction at SUNY Korea (2013, 2014)
- Senior/graduate level graphics course "Introduction to Computer
Graphics" at The Ohio State University (Winter and Spring Quarters 1999)
Areas of Expertise
- Data visualization, visual analytics, explainable AI, volume
rendering, graphics hardware, computer graphics
- Data science: clustering, high-dimensional data, big data, causality
- Computational fairness: visual models for bias exploration, human in the loop systems for bias mitigation
- Gamification: purpose-driven games, human computation, application to incentivize user studies
- Medical imaging, computed tomography, iterative CT
- Human computer interaction, visual perception, user interfaces, evaluation
- Image processing, image analysis, image segmentation, computer vision
- Artificial intelligence: knowledge-based systems, machine learning, deep learning, statistical data analysis
- High performance computing, parallel algorithms and hardware
Awards
- Elevated to IEEE Fellow, class of 2024
- Elected as Fellow of the Asia-Pacific Artificial Intelligence Association
(AAIA), 2023
- IEEE Computer Society Distinguished Contributor, class of 2023
- Inducted into the IEEE VGTC Visualization Academy, 2021
- Honorary Mention (1 of 2) Best Paper Award, EuroVis Comference, 2020
- Best Paper Award, IEEE Visual Data Science Symposium (VDS), 2019
- Honorary Mention (1 of 2) Best Paper Award, IEEE Visual Analytics Science
and Technology (VAST), 2018
- Inducted into the National Academy of Inventors, 2018
- Golden Core Award, IEEE Computer Society, 2016, 2022
- Meritorious Service Certificate, IEEE Computer Society, 2016
- Honorary Mention (1 of 2) Best Paper Award, IEEE Visual Analytics Science
and Technology (VAST), 2016
- Bi-Annual Service Award (for achievements as Founding Chair, CS SUNY Korea),
Computer Science Department, Stony Brook University, 2016
- Best Paper Award, Workshop on High Performance Image Reconstruction, 2011
- SUNY Chancellor Award for Excellence in Scholarship and Creative Activity,
2011
- Stony Brook University Undergraduate College Faculty Fellow (Office of
the Provost), 2009
- Best Paper Award, Workshop on High Performance Image Reconstruction, 2009
- State University of New York Promising Inventor Award, 2004
- Annual Teaching Award (for Graduate classes), Computer Science Department,
Stony Brook University, 2002
- LISA (Long Island Software Award) award for the BrainMiner package, 2001
- NSF CAREER award/grant, 2000
- Best Hot Topic Award, Visualization'99 conference, 1999
- Naval Notable Achievement Award, 1999
- Honorary Mention, poster competition, SPIE International Medical Imaging
Conference, San Diego, 1998.
- Best Paper Award, Visualization'97 conference, 1997
- Honorary Mention, poster competition, Annual Conference of Engineering,
The Ohio State University, 1994, 1996
- Cray Optimization Award, presented by Cray Research Inc. / Ohio Supercomputer
Center, 1992
- 2nd Place, poster competition, Annual Conference of Engineering,
The Ohio State University, 1991
Some Numbers
- h-index: 61
- Erdös number: 3 (P. Erdös -> F. Chung -> S.-T. Yau
-> K. Mueller)
Referee for Journals and Conferences
- IEEE Transactions on Medical Imaging, Visualization and Computer Graphics,
Nuclear Science, Image Processing
- IEEE Concurrency
- IEEE Computer Graphics & Applications
- Journal of Microscopy & Microanalysis
- annual IEEE Visualization conference
- Symposium on Volume Visualization
- ACM SIGGRAPH
- VisSym - Joint EUROGRAPHICS - IEEE TCVG Symposium on Visualization (now
Eurovis)
- annual Volume Graphics Workshop
- and various others
Service
- Editor-in-Chief, IEEE Transactions on Visualization and Computer Graphics. 2019-2022
- IEEE VIS Executive Committee, 2019-2022
- Guest Editor, IEEE Transactions on Medical Imaging, Special Isssue on Machine Learning for Image Reconstruction, 2018
- Associate Editor-in-Chief, IEEE Transactions on Visualization and Computer Graphics. 2016-2018
- Chair, IEEE CS VGTC (Technical Committee Visualization and Computer Graphics),
2012-2015
- Papers co-chair, IEEE Scientific Visualization (IEEE VIS), 2011, 2012
- Editorial board IEEE Transactions on Visualization and Computer Graphics,
2009-2013, 2015-2018
- Conference chair, IEEE Visualization, 2009
- Workshop co-chair, Workshop on High Performance Medical Imaging, 2009
- Workshop co-chair, Workshop on High Performance Image Reconstruction, 2007,
2009
- Tutorials co-chair, IEEE Visualization, 2005, 2006
- Applications track co-chair, IEEE Visualization 2003, 2004
- Program co-chair, Volume Graphics 2001, 2003
- Workshop co-chair, Volume Graphics 2005
- Program co-chair, Symposium on Volume Visualization and Graphics 2002
- Local organization chair, Symposium on Point-Based Graphics 2005
- Program committee, Eurographics/IEEE TCVG Visualization Symposium 2004,
2006, Symposium on Point-Based Graphics 2004, 2005, Symposium on Volume Visualization
and Graphics 2004, IEEE Visualization 2004, 2005, Volume Graphics 2006
Professional Societies
- IEEE Fellow (Computer Society)
- Association for Computing Machinery (ACM)
- Biomedical Engineering Society (BMES)
- Phi Kappa Phi Honor Society
Books and Book Chapters
- W. Xu, Z. Zheng. E. Papenhausen, S. Ha, Klaus Mueller, “Iterative Cone-Beam CT Reconstruction on GPUs: A Computational Perspective,” Graphics Processing Unit-Based High Performance Computing in Radiation Therapy, CRC Press, X. Jia, SB. Jiang, editors, 2015.
- W. Xu, K. Mueller, "Using GPUs to Learn Effective Parameter Settings for GPU-Accelerated Iterative CT Reconstruction Algorithms," GPU Computing Gems Emerald Edition, W. Hwu, editor, 2011
- K. Mueller and A. Kaufman, "Volume Visualization in Medicine," Handbook of Medical Imaging, I. Bankman, editor,
Elsevier, 2008.
- A. Kaufman and K. Mueller, “Overview of Volume Rendering”, The Visualization Handbook, C. Johnson and
C. Hansen, editors, Academic Press, 2004.
- A. Kaufman and K. Mueller, “Volume Visualization”, The Computer Science and Engineering Handbook 2nd
edition, A. Tucker, editor, CRC Press, 2004.
- Volume Graphics 2005 (co-edited with Eduard Gröller, Issei Fujishiro,
and Thomas Ertl), VGTC IEEE and EG Press
- Volume Graphics 2003 (co-edited with Issei Fujishiro and Ari Kaufman), ACM
Press
- Volume Graphics 2001 (co-edited with Ari Kaufman), Springer Verlag
- Symposium on Volume Visualization and Graphics 2002 (co-edited with Chris
Johnson), ACM Press
Tutorials at Conferences
- IEEE Visualization 2017, Phoenix,
AZ and 2016 Baltimore,
MD
- Visual Analytics for High-Dimensional Data (with S. Cheng)
- SPIE Medical Imaging 2009, 2011, 2013, 2017, Orlando,
FL and 2007, 2008, 2010, 2012, 2014, 2016, San Diego. CA
- MIC-GPU: High-Performance Computing for Medical Imaging on Programmable
Graphics Hardware (GPU) (with various participants over the years: S. Ha, N. Neophytou, E. Papenhausen, F. Xu, W. Xu, Z. Zheng)
- IEEE Medical Imaging 2009
- Programming and Medical Applications Using Graphics Hardware (with A.
Sitek, M. Kachelriess)
- IEEE Visualization 2008, Columbus,
OH
- Perception-Driven Techniques for Effective Visualization of Large Volume
Data (with C. Wang, H.-W. Shen, H. Qu)
- Interactive Lattice-Based Flow Simulation and Visualization (witth Y.
Zhao, A. Kaufman, N. Thuerey, U. Rüde)
- IEEE Visualization 2007, Sacramento,
CA
- Visual Medicine - Techniques, Applications, and Software (with D. Bartz,
B. Preim, F. Ritter, K. Zuiderfeld)
- IEEE Visualization 2006, Baltimore,
MD
- Visual Medicine - Techniques, Applications, and Software (with D. Bartz,
G. Kindlmann, B. Preim, S. Oeltze, and F. Link,)
- IEEE Visualization 2005, Minneapolis,
MN
- Visual Medicine Part 1 – Medical Imaging Techniques (with D. Bartz
and G. Kindlmann)
- Visual Medicine Part 2 – Advanced Applications of Medical Imaging
(with D. Bartz, G. Kindlmann, B. Preim, and M. Wacker).
- Point Lattices in Computer Graphics and Visualization (with T. Möller,
R. Entezari, J. Morey, V. Ostromoukhov, and D. Van De Ville)
- IEEE Visualization 2004, Austin,
TX
- Advanced virtual medicine: techniques and applications for medicine-oriented
visualization (with D. Bartz, M. Wacker, Y. Wu and J. Hardenbergh)
- Eurographics 2004, Grenoble, France
- Advanced Virtual Medicine: Techniques and Applications for Medicine-Oriented
Computer Graphics (with D. Bartz, M. Hauth, A. Linney, H. Delingette, N.
Magnenat-Thalmann, and Y. Wu)
- IEEE Visualization 2003, Seattle,
WA and MICCAI 2003, Montreal, Canada
- Advanced virtual medicine: techniques and applications for virtual endoscopy
and soft-tissue-simulation (with D. Bartz and M. Hauth)
- IEEE Visualization 2002, Boston,
MA
- State of the Art in Data Representation in Visualization, (with B. Chen,
A. Varshney, and A. Kaufman)
Publications (more info on research
page )
2024 - click here
for papers
Journal
- A. Kumar, X. Zhang, H. Xin, H. Yan, X. Huang, W. Xu, K. Mueller,
"RadVolViz: An Information Display-Inspired Transfer Function Editor
for Multivariate Volume Visualization," IEEE Trans. on Visualization
and Computer Graphics, 30(8): 4464-4479, 2024.
- S. Mahmood, K. Mueller, "Interactive Subspace Cluster
Analysis Guided by Semantic Attribute Associations," IEEE Trans.
on Visualization and Computer Graphics, 30(7): 4197-4210, 2024.
- D. Coelho, B. Ghai, A. Krishna, M. Velez-Rojas, S. Greenspan, S. Mankovski,
K. Mueller, “TaskFinder: A Semantics-Based Methodology
for Visualization Task Recommendation,” Analytics, 3(3), 255-275.
2024
- H Li, J Liu, X Zhang, Y Bai, H Wang, K Mueller, "Transforming
the latent space of stylegan for real face editing," The Visual Computer,
40 (5), 3553-3568. 2024.
- S. Salim, N. Hoque, K. Mueller, “Belief Miner: A
Methodology for Discovering Causal Beliefs and Causal Illusions from General
Populations.” Proceedings of the ACM on Human-Computer Interaction,
8(CSCW1), 1-37. 2024.
- A. Krishna, S. Yenneti, G. Wang, K. Mueller, “Image
factory: A method for synthesizing novel CT images with anatomical guidance,”
Medical Physics, 51(5), 3464-3479, 2024.
- R. Liu, S. Ye, Z. Ding, G. Yang, S. Cheng, K. Mueller,
“DRCmpVis: Visual Comparison of Physical Targets in Mobile Diminished
and Mixed Reality,” IEEE Transactions on Visualization and Computer
Graphics, 2024
Conference
- P. Avery, S. Jhaveri, A. Kumar, X. Zhang, H. Xin, H. Yan, X. Huang, W. Xu,
K. Mueller, “Multivariate Volume Data: Achieving Deeper
Insight through Multivariate Volume Rendering and Machine-Guided Exploration,”
Conference on Microscopy and Microanalysis, Cleveland, OH. August
2024.
- A. Krishna, G. Wang, K. Mueller, "Multi-Conditioned
Denoising Diffusion Probabilistic Model (mDDPM) for Medical Image Synthesis,"
International Conference on Image Formation in X-Ray Computed Tomography,
Bamberg, Germany, August, 2024.
Preprints
- D. Coelho, H. Barot, N. Rathod, K. Mueller, "Can LLMs Generate
Visualizations with Dataless Prompts?" arXiv preprint arXiv:2406.17805,
2024
2023 - click here
for papers
Journal
- J. Wang, K. Mueller, "DOMINO: Visual Causal Reasoning
with Time-Dependent Phenomena," IEEE Trans. on Visualization and
Computer Graphics, 29(12): 5342-5356, 2023.
- B. Ghai, K. Mueller, "D-BIAS: A Causality-Based Human-in-the-Loop
System for Tackling Algorithmic Bias," IEEE Trans. on Visualization
and Computer Graphics (Special Issue IEEE VIS 2022), 29(1):473-482, 2023.
- A. Tyagj, C. Xie, K. Mueller, "NAS-Navigator: Visual
Steering for Explainable One-Shot Deep Neural Network Synthesis," IEEE
Trans. on Visualization and Computer Graphics (Special Issue IEEE VIS 2022),
29(1):299-309, 2023.
- A. Tyagi, T. Estro, G. Kuenning, E. Zadok, K. Mueller,
"PC-Expo: A Metrics-Based Interactive Axes Reordering Method for Parallel
Coordinate Displays," IEEE Trans. on Visualization and Computer Graphics
(Special Issue IEEE VIS 2022), 29(1):712-722, 2023.
- X. Zhang, S. Cheng, K. Mueller, "Graphical Enhancements
for Effective Exemplar Identification in Contextual Data Visualizations,"
IEEE Trans. on Visualization and Computer Graphics, 29(9):3775 - 3787,
2023.
Conference
- Y. Zhang, B. Fitzgibbon, D. Garofolo, A. Kota, E. Papenhausen, K.
Mueller,"An Explainable AI Approach to Large Language Model
Assisted Causal Model Auditing and Development," NL-VIZ Workshop
2023 (jointly held with IEEE VIS). Melbourne, Australia, October 2023
- S Bhosale, A Krishna, G Wang, K. Mueller, "Improving
CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation,"
Fully Three-Dimensional Image Reconstruction, Stony Brook, NY,
July 2023.
- A Krishna, S Yenneti, G Wang, K Mueller, "Novel Lung
CT Image Synthesis at Full Hounsfield Range with Expert Guided Visual Turing
Test," Fully Three-Dimensional Image Reconstruction, Stony
Brook, NY, July 2023.
- L Shi, L Xia, Z Liu, Y Sun, H Guo, K Mueller, “How
“Applied” is Fifteen Years of VAST conference?” IEEE
Visualization and Visual Analytics (VIS), 121-125, 2023.
Preprints
- E. Dugan, K. Mueller, "Reconstructing High-Dimensional
Datasets From Their Bivariate Projections," arXiv preprint arXiv:2312.15306,
2023
2022 - click here
for papers
Journal
- G. Wang, A. Badal, X. Jia, J. Maltz, K. Mueller, K. Myers, C. Niu, M. Vannier, P. Yan, Z. Yu, R. Zeng, “Development of Metaverse for Intelligent Healthcare,” Nature Machine Intelligence, 4, pp. 922–929, November 2022.
- S. Cheng, J. Giesen, T. Huang, P. Lucas, K. Mueller, "Identifying the skeptics and the undecided through visual cluster analysis of local network geometry," Visual Informatics, 6(3):11-22, 2022
- A. Tyagi, J. Zhao, P. Patel, S. Khurana, K Mueller, "Infographics Wizard: Flexible Infographics Authoring and Design Exploration," Computer Graphics Forum (Special Issue Eurovis 2022), 41(3): 121-132, 2022
- I. Chase, D. Coelho, W. Lee, K. Mueller, J. Curley, "Networks never rest: an investigation of network evolution in three species of animals," Social Networks, 68:356-373, 2022.
- K. Mueller, E. Papenhausen, "Patterns of Philanthropy: Using Pattern Mining for Predictive Analysis in Advancement and Fund Raising," Journal of Advancement Analytics, 2, pp. 101-113, 2022.
Conference
- D. Coelho, N. Gupta, E. Papenhausen, K. Mueller, "Patterns of Social Vulnerability – An Interactive Dashboard to Explore Risks to Public Health on the US County Level," Workshop on Visual Analytics in Healthcare (VAHC, jointly held with AMIA), Washington, DC, November, 2022. (won Best Paper Award)
- A. Liew, K. Mueller, "Using Large Language Models to Generate Engaging Captions for Data Visualizations," NLVIZ: Exploring Research Opportunities for Natural Language, Text, and Data Visualization (NLVIZ, Workshop jointly held with IEEE VIS), Oklahoma City. OK, October, 2022.
- B. Ghai. M. Mishra, K. Mueller, "Cascaded Debiasing: Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions," ACM Conference on Information and Knowledge Management (CIKM), Atlanta., GA, October, 2022.
- A. Krishna, G. Wang, K. Mueller, "Anatomy-guided synthesis of novel CT images at full Hounsfield range," IEEE Medical Imaging Conference, Milano, Italy, November 5-11, 2022.
- J. Park, A. Kaufman, K. Mueller, "Ambienizer: Turning Digital Photos into Ambient Visualizations," IEEE Visualization Extended Abstracts, Oklahoma City, OK 2022.
2021 - click here
for papers
Journal
- N. Hoque, K. Mueller, "Outcome-Explorer: A causality guided interactive visual interface for interpretable algorithmic decision making," IEEE Trans. on Visualization and Computer Graphics, 28(12): 4728-4740, 2021.
- JH Lee, D Coelho, K Mueller, "Cluster Appearance Glyphs: A methodology for illustrating high-dimensional data patterns in 2-D data layouts," Information, 13(1), 2021.
Conference
- B Ghai, K Mueller, "Fluent: An AI Augmented Writing Tool for People who Stutter," ACM SIGACCESS Conference on Computers and Accessibility, October 18-22, 2021.
- A Kumar, B Goel, KR Premkumar, M Burch, K Mueller, "EyeFIX: An Interactive Visual Analytics Interface for Eye Movement Analysis," Symposium on Visual Information Communication and Interaction (VINCI), August 2021.
- B. Ghai, Md. N. Hoque, K. Mueller, “WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings” ACM CHI Late Breaking Work, May 8-13, 2021.
- A Krishna, K Bartake, C Niu, G Wang, Y Lai, X Jia, K Mueller, "Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning," International Meeting on Fully Three-Dimensional Image Reconstruction, Leuven, Belgium, July 2021. (shortlisted for best oral award)
- C Niu, G Wang, P Yan, J Hahn, Y Lai, X Jia, A Krishna, K Mueller, A Badal, K. Myers, R. Zeng "Noise Entangled GAN For Low-Dose CT Simulation," International Meeting on Fully Three-Dimensional Image Reconstruction, Belgium, July 2021. (shortlisted for best oral award)
2020 - click here
for papers
Journal
- K, Mueller, E. Papenhausen, "Demographic Pattern Analysis to Predict COVID-19 Fatalities on the US County Level," ACM Digital Government: Research and Practice, 2 (1): 1-11, 2020.
- D. Coelho, K. Mueller, "Infomages: Embedding Data into Thematic Images," Computer Graphics Forum, 39 (3), 593-606, 2020 (won Best Paper Runner-Up Award at EuroVis 2020)
- S. Ha, K. Mueller, "Metal Artifact Reduction in X-ray CT via Ray Profile Correction," Applied Sciences, 10, 66, 2020
- S. Mahmood, K. Mueller, "Taxonomizer: Interactive Construction of Fully Labeled Hierarchical Groupings from Attributes of Multivariate Data," IEEE Trans. on Visualization and Computer Graphics, 26 (9): 2875-2890, 2020.
- D. Coelho, I. Chase, K. Mueller, "PeckVis: A Visual Analytics Tool to Analyze Dominance Hierarchies
in Small Groups," IEEE Trans. on Visualization and Computer Graphics, 26(4), 1650-1660, 2020. (won Best Paper Award at the Visual Data Science Symposium (VDS) 2019)
Conference
- Md. N Hoque, S. Billah, N. Saquib, K. Mueller, “Toward Interactively Balancing the Screen Time of Actors Based on Observable Phenotypic Traits in Live Telecast,” ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), October 17-21, 2020.
- B Ghai, QV Liao, Y Zhang, R Bellamy, K Mueller, “Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers,” ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), October 17-21, 2020
- D. Coelho, H. He, M. Baduk, K. Mueller, “Eating with a Conscience: Toward a Visual and Contextual Nutrition Facts Label,” VisComm: Workshop on Visualization for Communication (jointly held with IEEE VIS), October 25, 2020.
- H, Li, Y. Lin, W. Xu, K. Mueller, "Interpreting Galaxy Deblender GAN from the Discriminator’s Perspective," International Symposium on Visual Computing, October 5-7, 2020.
- D. Coelho, R. Trailor, D. Sill, S. Engle, A. Joshi, S. Mankovskii, M. Velez-Rojas, S. Greenspan, K. Mueller, "Collaborative Visual Analytics Using Blockchain," International Conference on Cooperative Design, Visualization and Engineering (CDVE), October 2020.
- B. Ghai, Q. Liao, Y. Zhang, K. Mueller, “Active Learning++: Incorporating Annotator’s Rationale using Local Model Explanation”, ACM KDD Workshop on Data Science with Human in the Loop (DaSH), August, 2020.
- A. Kumar, D. Mohanty, K. Kurzhals, F. Beck, D. Weiskopf, K. Mueller, "Demo of the EyeSAC System for Visual Synchronization, Cleaning, and Annotation of Eye Movement Data," ACM Symposium on Eye Tracking Research and Applications (ETRA), pp. 1-3, June 2-5 2020
- B. Ghai, B. Ramanan, K. Mueller, “Does Speech Enhancement of Publicly Available Data Help Build Robust Speech Recognition Systems? (Student Abstract),” AAAI Conference on Artificial Intelligence Student Tracks, New York, NY, February 7–12, 2020
- B Ghai, QV Liao, Y Zhang, K Mueller, "Measuring Social Biases of Crowd Workers using Counterfactual Queries," Fair & Responsible AI Workshop (co-located with CHI 2020), April 2020.
- A Kumar, P Howlader, R Garcia, D Weiskopf, K Mueller, "Challenges in Interpretability of Neural Networks for Eye Movement Data," ACM Symposium on Eye Tracking Research and Applications, pp. 1-5, June 2-5 2020.
Preprints
- N. Ahmed, K. Mueller, "EnergyScout: A Consumer Oriented Dashboard for Smart Meter Data Analytics," arXiv preprint arXiv:1911.09284, 2020.
- B. Wang. K. Mueller, "Subspace Shapes: Enhancing High-Dimensional Subspace Structures via Ambient Occlusion Shading," arXiv preprint arXiv:1911.07447, 2020
2019 - click here
for papers
Journal
- A Kumar, R Netzel, M Burch, D Weiskopf, K Mueller, "Visual Multi-Metric Grouping of Eye-Tracking Data," Journal of Eye Movement Research, 10(5): 2019.
- K. Mueller, "Advances in Visualization Recommender Systems", IEEE Computer, 52 (8), 4-5, 2019.
- C. Xie, W. Xu, K. Mueller, "A Visual Analytics Framework for the Detection of Anomalous Call Stack Trees in High Performance Computing Applications," IEEE Trans. on Visualization and Computer Graphics, 25(1): 215-224, 2019 (won best paper runner-up at VIS 2018)
- E. Papenhausen, M.H. Langston, B. Meister, R. Lethin, K. Mueller, "PUMA-V: Optimizing Parallel Code Performance Through Interactive Visualization," IEEE Computer Graphics & Applications, 39(1): 84-99, 2019.
- H. Li, Y. Tian, K. Mueller, X. Chen, "Beyond Saliency: Understanding Convolutional Neural Networks from Saliency Prediction on Layer-Wise Relevance Propagation," Image and Vision Computing, 83: 70-86, 2019.
- S. Cheng. W. Xu, K. Mueller, “ColorMapND: A Data-Driven Approach and Tool for Mapping Multivariate Data to Color,”IEEE Trans. on Visualization and Computer Graphics, 25(2): 1361-1377, 2019.
- C. Xie, W, Zhong. W. Xu. K. Mueller, "Analytics of Heterogeneous Data using Hypergraph Learning," ACM Trans.on Intelligent Systems and Technology, 10(1), 1-26, 2019.
Conference
- H Shan, X Jia, K Mueller, U Kruger, G Wang, "Low-Dose CT Simulation with a Generative Adversarial Network," Developments in X-Ray Tomography XII, San Diego, CA, September 2019
- B. Ghai, V. Liao, Y. Zhang, K. Mueller, “Measuring social biases in human annotators using counterfactual queries in Crowdsourcing.” First Symposium on Biases in Human Computation and Crowdsourcing, Sheffield, UK, October 21-22, 2019
- N. Hoque, D. Coelho, K. Mueller,"Examining the Visualization Practices of Data Scientists on Kaggle,", IEEE VIS, Extended Abstracts, Vancouver, Canada, October 2019.
- A Tyagi, Z. Cao, T. Estro, E. Zadok, K. Mueller, "ICE: An Interactive Configuration Explorer for High Dimensional Parameter Spaces,", IEEE Visual Analytcs Science and Technology (VAST), Vancouver, Canada, October 2019.
- A Kumar, A Tyagi, M Burch, D Weiskopf, K. Mueller, "Task Classification Model for Visual fixation, Exploration, and Search," Proc. ACM Symposium on Eye Tracking Research (ETRA), Denver, CO, June 2019.
- A Kumar, M Burch, K. Mueller, "Visually Comparing Eye Movements over Space and Time," Proc. ACM Symposium on Eye Tracking Research (ETRA), Denver, CO, June 2019.
- A Kumar, N Timmermans, M Burch, K. Mueller, "Clustered Eye Movement Similarity Matrices," Proc. ACM Symposium on Eye Tracking Research (ETRA), Denver, CO, June 2019.
- M Burch, A Kumar, K. Mueller, T. Kervezee, W. Nuijten, R. Oostenbach, L. Peeters, G. Smit, "Finding the Outliers in Scanpath Data," Proc. ACM Symposium on Eye Tracking Research (ETRA), Denver, CO, June 2019.
- C Xie, W Jeong, G Matyasfalvi, H Van Dam, K. Mueller, S Yoo, W Xu, "Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance Computing Applications," International Conference on Computational Science, pp. 153-167, Faro, Portugal, June 2019.
- A. Krishna, K. Mueller, "Medical (CT) Image Generation with Style," International Meeting on Fully Three-Dimensional Image Reconstruction, Philadelphia, PA, June 2019.
- Z Cao, G Kuenning, K. Mueller, A Tyagi, E Zadok, "Graphs Are Not Enough: Using Interactive Visual Analytics in Storage Research," USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage), Renton, WA, July 2019.
2018 - click here
for papers
Journal
- G. Wang. J. C. Ye, K. Mueller. J. A. Fessler, "Image Reconstruction Is a New Frontier of Machine Learning," IEEE Trans. on Medical Imaging, 37(6), 1289-1296, 2018.
- E. Papenhausen and K. Mueller, "Coding Ants -- Optimization of GPU Code Using Ant Colony Optimization,"Computer Languages, Systems & Structures, 54: 119-138, 2018
- S. Ha. K. Mueller. "A GPU-Accelerated Multi-Voxel Update Scheme for Iterative Coordinate Descent (ICD) Optimization in Statistical Iterative CT Reconstruction (SIR)", IEEE Transactions on Computational Imaging," 4(3): 355-365, 2018.
- J. Park, A. Kaufman, K. Mueller, “Graphoto: Aesthetically Pleasing Charts for Casual Information Visualization,”IEEE Computer Graphics & Applications, 38(6):67-82, 2018.
- A. Kumar, R. Netzel, M. Burch, D., Weiskopf, K. Mueller, “Visual Multi-Metric Grouping of Eye-Tracking Data,” Journal of Eye Movement Research, 10 (5), 11 2018.
- W. Zhong, W. Xu, K. Yager, G. Doerk, J. Zhao, Y. Tian, S. Ha, C. Xie, Y. Zhong, K. Mueller, K. Kleese Van Dam, “MultiSciView: Multivariate Scientific X-ray Image Visual Exploration with Cross-Data Space Views,”Visual Informatics, 2 (1), 14-25, 2018.
- S. Mahmood, K. Mueller, “An Exploded View Paradigm to Disambiguate Scatterplots” Computers & Graphics, 73, 37-46, 2018.
- S. Cheng. W. Zhong, K Isaacs, K. Mueller, “Visualizing the Topology and Data Traffic of Multi-Dimensional Torus Interconnect Networks,” IEEE Access, 6, 57191-57204, 2018.
- T. Im, D. Coelho, K. Mueller, P. De, “Smartphone based approximate localization using user highlighted texts from images,” Pervasive and Mobile Computing, 46, 1-17, 2018.
- S. Ha, K. Mueller, “A Look-Up Table-Based Ray Integration Framework for 2D/3D Forward and Back-projection in X-ray CT,” IEEE Trans. on Medical Imaging, 37(2): 361-371, 2018.
- B. Wang, K. Mueller, "The Subspace Voyager: Exploring High-Dimensional Data along a Continuum of Salient 3D Subspaces," IEEE Trans. on Visualization and Computer Graphics, 24(2): 1204-1222, 2018.
Conference
- A. Kumar, M. Burch, I. van den Brand, L. Castelijns, F. Ritchi, F. Rooks, H. de Smeth, N. Timmermans, K. Mueller, "Eye Tracking for Exploring Visual Communication Differences," Workshop on Visualization for Communication (co-located with VIS), Berlin, Germany. October 2018.
- A. Kumar, M. Burch, D. Kurbanismailova, U. Kloos, K. Mueller, "PetalVis - Floral Visualization for Communicating Set Operations," Workshop on Visualization for Communication (co-located with VIS), Berlin, Germany. October 2018.
- B. Wang and K. Mueller, "Subspace Shapes: Enhancing High-Dimensional Subspace Structures via Ambient Occlusion Shading," Extended abstract, IEEE Visualization, Berlin, Germany, October, 2018
- X. Zhang, H. Huang, K. Mueller, and S. Yoo, "Streaming Classical Multidimensional Scaling," Extended abstract, New York Scientific Data Summit (NYSDS, Upton, NY, August 2018
- H. Lee and K. Mueller, "A Scale-Space Filtering Approach for the Multi-Resolution Illustrative Visualization of Multivariate Data," Extended abstract, IEEE Visualization, Berlin, Germany, October, 2018.
- A. Tyagi, A. Kumar, A. Gandhi, and K. Mueller, "Road Accidents in the UK (Analysis and Visualization)," Extended abstract, IEEE Visualization, Berlin, Germany, October, 2018.
- A Kumar, M Burch, K Mueller, "Visual Analysis of Eye Gazes to Assist Strategic Planning in Computer Games," Proc. Workshop on Eye Tracking and Visualization, Warsaw, Poland, June 14-17, 2018.
- M Burch, A Kumar, K Mueller, "The Hierarchical Flow of Eye Movements," Proc. Workshop on Eye Tracking and Visualization, Warsaw, Poland, June 14-17, 2018.
- C. Xie, W. Xu, S. Ha, K, Huck, S. Shende, H. Van Dam, K. Kleese Van Dam, K. Mueller, “Performance Visualization for TAU Instrumented Scientific Workflows,” International Conference on Information Visualization Theory and Applications (IVAPP), Portugal, January 2018.
2017 - click here
for papers
Journal
- S. Cheng, W. Xu, K. Mueller, "RadViz Deluxe: An Attribute-Aware Display for Multivariate Data," Processes, 5(4): 75-92, 2017.
- J. Wang. A. Zelenyuk, D, Imre, K. Mueller, “Big Data Management with Incremental K-Means Trees–GPU-Accelerated Construction and Visualization”, Informatics, 4(3): 24-38, 2017
- S. Jaiswal, L. Fung, V. Jakhetiya, J. Pang, K. Mueller, O. Au, "Adaptive Multispectral Demosaicking Based on Frequency Domain Analysis of Spectral Correlation," IEEE Trans. on Image Processing, 26(2):953 - 968, 2017.
- C. Xie, W. Zhong, K. Mueller, “A Visual Analytics Approach for Categorical Joint Distribution Reconstruction from Marginal Projections,” IEEE Trans. on Visualization and Computer Graphics, 23(1):51-60, 2017 (won Honorary Mention (1 of 2) Best Paper Award at IEEE VIS 2016)
Conference
- K.Jayachandran, S. Chilakamarri, D. Coelho, K. Mueller, “A Virtual Reality Grocery Shopping Game to Improve Awareness for Healthy Foods in Young Adults," CEWIT: Emerging Technology for a Smarter World, November 2017
- I Foster, et al. "Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales," Euro-Par, 3-19, 2017.
- J. Wang, K. Mueller, “Visual Causality Analysis Made Practical,” IEEE Visual Analytics Science and Technology (VAST), Phoenix, AZ, Ocober 2017
- B. Ghai, A. Mishra, K. Mueller, “Visualization of Multivariate Data with Network Constraints using Multi-Objective Optimization,” Extended abstract, IEEE Visualization, Phoenix. AZ, October, 2017.
- S. Mahmood, K. Mueller, “Applying Multi-Player Rating Schemes to Manage User Studies of Visual Analytics Designs,” Extended abstract, IEEE Visualization, Phoenix. AZ, October, 2017.
- J. Wang, E. Papenhausen, B. Wang, S. Ha, A. Zelenyuk, K. Mueller, “Progressive Clustering of Big Data with GPU Acceleration and Visualization,” New York Scientific Data Summit (NYSDS), New York, August 2017
- W. Zhong. C. Xie, Y. Zhong, Y. Wang, W. Xu, S. Cheng, K. Mueller, “Evolutionary Visual Analysis of Deep Neural Networks,” Workshop on Visualization for Deep Learning (co-located with International Conference on Machine Learning ICML), Sidney, Austraila, August 2017
- H. Li, Klaus Mueller, “Low-Dose CT Streak Artifacts Removal using Deep Residual Neural Networks,” Fully 3D Image Reconstruction
in Radiology and Nuclear Medicine, Xi'an, China, June 2017.
2016 - click here
for papers
Journal
- S. Cheng, K. Mueller, “The Data Context Map: Fusing Data and Attributes into a Unified Display,” IEEE Trans. on Visualization and Computer Graphics, 22(1): 121-130, 2016.
- J. Wang. K. Mueller, “The Visual Causality Analyst: An Interactive Interface for Causal Reasoning,” IEEE Trans. on Visualization and Computer Graphics, 22(1): 230-239, 2016.
Conference
- M. Burch, A. Kumar, K. Mueller, D. Weiskopf, “Color Bands: Visualizing Dynamic Eye Movement Patterns,” Workshop on Eye Tracking and Visualization (ETVIS) (held in conjunction with IEEE VIS), Baltimore, MD, October 2016.
- A. Kumar, R. Netzel, M. Burch, D. Weiskopf, K. Mueller, “Multi-Similarity Matrices of Eye Movement Data,” Workshop on Eye Tracking and Visualization (ETVIS) (held in conjunction with IEEE VIS), Baltimore, MD, October 2016.
- V. Dehiya, K. Mueller, “Analyzing Hillary Clinton’s Emails,” Poster Session. IEEE VIS, Baltimore, MD, October 2016.
- S. Cheng, W. Xu, W. Zhong, K, Mueller, “A Data-Driven Approach for Mapping Multivariate Data to Color,” Poster Session. IEEE VIS, Baltimore, MD, October 2016.
- S. Cheng, P. Cui, K. Mueller, “Extending Scatterplots to Scalar Fields,” Poster Session. IEEE VIS, Baltimore, MD, October 2016. (won Honorary Mention Award)
- D. Zhang, D. Coelho, K. Mueller, “Google Glass for Personalized Augmentations of Data Visualizations,” Poster Session. IEEE VIS, Baltimore, MD, October 2016.
- C. Xie, W. Zhong, J. Kong, W. Xu. K. Mueller, F. Wang, “IEVQ: An Iterative Example-based Visual Query for Pathology Database,” International Workshop on Data Management and Analytics for Medicine and Healthcare (held in conjunction with VLDB), New Delhi, India, September 9, 2016.
- E. Papenhausen, K. Mueller, H. Langston, B. Meister, R. Lethin, ”PUMA-V: An Interactive Visual Tool for Code Optimization and Parallelization Based on the Polyhedral Model,” Workshop on Parallel Software Tools and Tool Infrastructures (PSTI) (held in conjunction with ICCP), Philadelphia, PA, August 16, 2016
- S. Ha, H. Li, K. Mueller, “Efficient Area-Based Ray Integration Using Summed Area Tables and Regression Models,” CT Meeting. Bamberg Germany, July 2016.
- S. Jaiswal, S. Ha, K. Mueller, ”MADR: Metal Artifact Detection and Reduction,” SPIE Medical Imaging, San Diego, CA, February, 2016.
- S. Ha, K. Mueller, “Metal Artifact Reduction in CT via Ray Profile Correction,” SPIE Medical Imaging, San Diego, CA, February, 2016.
2015 - click here
for papers
Journal
- P. Ruchikachorn, K. Mueller, “Learning Visualizations by Analogy: Promoting Visual Literacy through Visualization Morphing,” IEEE Trans. on Visualization and Computer Graphics,29(9):1028-1044, 2015.
- Z. Zhang, K. McDonnell, E. Zadok, K. Mueller, "Visual
Correlation Analysis of Numerical and Categorical Data on the Correlation
Map," IEEE Trans. on Visualization and Computer Graphics, 21(2):
289-303, 2015.
- S. Ha, K. Mueller, "Low dose CT image restoration
using a database of image patches," Physics in Medicine and Biology,
60(2):869-880, 2015.
- A. Zelenyuk, D. Imre, J. Wilson, Z. Zhang, J. Wang, K. Mueller, "Airborne
Single Particle Mass Spectrometers (SPLAT II & miniSPLAT) and New Software
for Data Visualization and Analysis in a Geo-Spatial Context," Journal
of The American Society for Mass Spectrometry, 1-14, 2015.
- C. Papadopoulos, K. Petkov, A. Kaufman, K. Mueller, "The
Reality Deck - Immersive Gigapixel Display," IEEE Computer Graphics
& Applications, 35(1): 33-45, 2015.
Conference
- S. Cheng, C. Dahl, J. Giesen, P. Lucas, and K. Mueller, “Exploring the Distribution of Local Neighborhood Structures in Large Networks,” Workshop on Exploring Graphs At Scale (EGAS), (held joinlty with VIS 2015), Chicago, IL, October 2015.
- D. Coelho, K. Mueller, "Data Memes for Personal Visualization,"Workshop on Personal Visualization: Exploring Data in Everyday Life (held joinlty with VIS 2015), Chicago, IL, October 2015.
- E. Papenhausen, B. Wang, M. H. Langston, B. Meister, M. Baskaran, T. Henretty, T. Izubuchi, A. Johnson, C. Jung, M. Lin, K. Mueller, R. Lethin, "Polyhedral User Mapping and Assistant Visualizer Tool for the R-Stream Auto-Parallelizing Compiler," IEEE Working Conference on Software Visualization (VISSOFT), Bremen, Germany, September, 2015.
- D. Coelho, K. Mueller, "A Study of Sparse Detector Designs with Interpolation for Multi-Slice Spiral CT," IEEE
Medical Imaging Conference, (poster), November, San Diego, CA, 2015.
- S. Cheng, Y. Wang, D. Zhang, Z. Jiang, K. Mueller, "StreamVisND: Visualizing Relationships in Streaming Multivariate Data,"
IEEE VIS Poster Abstracts, Chicago, IL, October, 2015.
- N. Zhou, J. Saltz, K. Mueller, "Maps of Human Disease: A Web-Based Framework for the Visualization of Human Disease Comorbidity and Clinical Profile Overlay," First International Workshop on Data Management and Analytics for Medicine and Healthcare (held jointly with the International Conference on Very Large Data Bases), Big Island, HI, September, 2015.
- J. Kim, Y. Choe, K Mueller, "Extracting Clinical Relations in Electronic Health Records Using Enriched Parse Trees," INNS Conference on Big Data San Francisco, CA, August, 2015.
- S, Ha, K. Mueller, "An Algorithm to Compute Independent Sets of Voxels for Parallelization of ICD-based Statistical Iterative Reconstruction,"
(oral presentation), Fully 3D Image Reconstruction
in Radiology and Nuclear Medicine, Newport, RI, June 2015.
- S. Ha, A. Kumar, K. Mueller, "A Study of Volume Integration Models for Iterative Cone-Beam Computed Tomography," Fully 3D Image Reconstruction
in Radiology and Nuclear Medicine, (poster) Newport, RI, June 2015.
- Q. Vo, D. Coelho, K. Mueller, P. De, "WhereAmI: Energy Efficient Positioning using Partial Textual Signatures," IEEE International Conference on Mobile Services (MS), June 27-July 2, New York, NY, 2015.
- S. Cheng, K. Mueller, "Improving the Fidelity of Contextual
Data Layouts Using a Generalized Barycentric Coordinates Framework," Proc. Pacific Vis, pp. 295-302, Hangzhou, China, April, 2015.
2014 - click here
for papers
Journal
- R. Laramee, H. Carr, M. Chen, H. Hauser, L. Linsen, K. Mueller,
V. Natarajan, H.Obermaier, R. Peikert, E. Zhang, "Future Challenges and
Unsolved Problems in Multi-field Visualization," Scientific Visualization,
Springer London, pp. 205-211, 2014.
- M. Chen, K. Mueller, A. Ynnerman. "Fusion of Visual
Channels," Scientific Visualization, Springer London, pp. 119-127,
2014.
- J. Lee, K. McDonnell, A. Zelenyuk, D. Imre, K. Mueller, "A Structure-Based Distance Metric for High-Dimensional Space Exploration
with Multi-Dimensional Scaling," IEEE Trans. on Visualization and
Computer Graphics, 20(3): 351-364, 2014.
Conference
- S. Cheng, P. De, S. Jiang, K. Mueller, "TorusVisND:
unraveling high-dimensional torus networks for network traffic visualizations,"
Proc. First Workshop on Visual Performance Analysis (jointly with Supercomputing
2014), pp. 9-16, New Orleans, LA, November 2014.
- B. Wang. K. Mueller, "Does 3D really make sense for
visual cluster analysis? Yes!" International Workshop on 3DVis:
Does 3D Really Make Sense for Data Visualization? (held jointly with VIS 2014),
Paris, France, November 2014.
- N. Ahmed, K. Mueller, "Gamification as a Paradigm
for the Evaluation of Visual Analytics Systems," Beyond Time And
Errors: Novel Evaluation Methods For Visualization (BELIV) Workshop,
Paris, France, November 2014.
- S. Cheng, B. Wang, Z. Zhang, K. Mueller, "Adjusting
the Generalized Barycentric Coordinates for More Comprehensive Layout,"
IEEE VIS Poster Abstracts, Paris, France, November 2014.
- S. Cheng, B. Wang, Z. Zhang, K. Mueller,"Balanced
Layouts Using the Composite Data-Variable Matrix," IEEE VIS Poster
Abstracts, Paris, France, November 2014.
- D. Coelho, S. Ha, S. Cheng, S. Mahmood, J. Kim, K. Mueller,
“"MemViz: A Tool for Creating Memorable Visualizations,"
IEEE VIS Poster Abstracts, Paris, France, November 2014.
- N. Ahmed, K. Mueller, "EnergyScout: A Consumer Oriented
Dashboard for Smart Meter Data Analytics," IEEE VIS Poster
Abstracts, Paris, France, November 2014.
2013 - click here
for papers
Journal
- Z. Zheng, E. Papenhausen, K. Mueller, "DQS Advisor: A Visual Interface and Knowledge-Based System to Balance Dose, Quality, and Reconstruction Speed in Iterative CT Reconstruction with Application to NLM-Regularization,"
Physics in Medicine and Biology, 58(21):7857-73, 2013.
- B. Wang, P. Ruchikachorn, K. Mueller, “SketchPadN-D:
WYDIWYG Sculpting and Editing in High-Dimensional Space,” IEEE Trans.
on Visualization and Computer Graphics, 19(12): 2060-2069, 2013.
- Z. Zhang, B. Wang, F. Ahmed, IV Ramakrishnan, R. Zhao, A. Viccellio, K.
Mueller, "The Five Ws for Information Visualization with Application
to Healthcare Informatics, " IEEE Trans. on Visualization and Computer
Graphics, 19 (11):1895-1910, 2013.
- Z. Zhang, X. Tong, K. McDonnell, A. Zelenyuk, D. Imre, K. Mueller.
"An Interactive Visual Analytics Framework for Multi-Field Data in a
Geo-Spatial Context" Tsinghua Science and Technology on Visualization
and Computer Graphics, 18(2), April, 2013.
- S. Ha, S. Matej, M.Ispiryan, K. Mueller, "GPU-Accelerated
Forward and Back-Projections with Spatially Varying Kernels for 3D DIRECT
TOF PET Reconstruction," IEEE Transaction on Nuclear Science,
60(1):166-173, 2013.
- W. Xu, S. Ha, K. Mueller, "Database-Assisted Low-Dose
CT Image Restoration," Medical Physics, 3(40):031109, 2013.
- E. Papenhausen, Z. Zheng, K. Mueller, "Creating Optimal
Code for GPU-Accelerated CT Reconstruction Using Ant Colony Optimization,"
Medical Physics, 3(40): 031110, 2013.
- J. Nam, K. Mueller, "TripAdvisorN-D: A Tourism-Inspired
High-Dimensional Space Exploration Framework with Overview and Detail,"
IEEE Transactions on Visualization and Computer Graphics, 19(2): 291-305,
2013.
Conference
- J. Pi, P. De, K. Mueller, "Using GPUs to Crack Android
Pattern-Based Passwords," IEEE International Conference on Parallel
and Distributed Systems (ICPADS), (poster), Seoul, Korea, December 2013.
- E. Papenhausen, B. Wang, S. Ha, A. Zelenyuk, D. Imre, K. Mueller,
“GPU-Accelerated Incremental Correlation Clustering of Large Data with
Visual Feedback,” The First Workshop on Big Data Visualization,
Santa Clara, CA, October, 2013
- S. Cheng, Z. Jiang, Z. Zhang, K. Mueller, “A Visual Analytics
System for Stock Data,” IEEE Visualization Conference, (poster),
Atlanta, October, 2013.
- E. Papenhausen, Z. Zheng, K. Mueller, “Rapid Rabbit:
Highly Optimized GPU Accelerated Cone-Beam CT Reconstruction,” IEEE
Medical Imaging Conference, (poster), November, Seoul, Korea, 2013.
- Z. Zheng, E. Papenhausen, K. Mueller, “DQS Advisor:
a Visual Interface to Balance Dose, Quality and Reconstruction Speed in Iterative
CT,” IEEE Medical Imaging Conference, (poster), November, Seoul,
Korea, 2013.
- S. Ha, K. Mueller, “"Low Dose CT Image Restoration
Using a Localized Patch Database,” IEEE Medical Imaging Conference,
(poster), November, Seoul, Korea, 2013.
- Z. Zheng, K. Mueller, “VACT: Visualization-Aware
CT Reconstruction,” IEEE Medical Imaging Conference, (poster),
November, Seoul, Korea, 2013.
- E. Papenhausen, Z. Zheng, K. Mueller, "Cloud X: A
Platform as a Service for CT Reconstruction Research and Development,"
(oral presentation), Fully 3D Image Reconstruction
in Radiology and Nuclear Medicine, Lake Tahoe, CA, June 2013.
- W. Xu, S. Ha, Z. Zheng, K. Mueller, "A Comparative
Study of Neighborhood Filters for Artifact Reduction in Iterative Low-Dose
CT," (poster), Fully 3D Image Reconstruction
in Radiology and Nuclear Medicine, Lake Tahoe, CA, June 2013.
- Q. Vo, K. Mueller, P. De, "WhereAmI: Image-based Positioning
in Dense Urban Areas," (poster), MobiSys, Taipei. Taiwan, June
2013.
- S. Mahmood, K. Mueller, "Detection of Low-Dose CT
Reconstruction Artifacts Using a Bi-Modal Approach," SPIE Medical
Imaging, Orlando, FL, February, 2013.
2012 - click here
for papers
Journal
- L. Kühne, J. Giesen, Z. Zhang, S. Ha, K. Mueller,
"Data-Driven Approach to Hue-Preserving Color-Blending," IEEE
Transactions on Visualization and Computer Graphics, 18(12): 2122-2129,
2012.
- N. Ahmed, Z. Zheng, K. Mueller, "Human Computation
in Visualization: Using Purpose Driven Games for Robust Evaluation of Visualization
Algorithms," IEEE Transactions on Visualization and Computer Graphics,
18(12): 2104-2113, 2012.
- W. Xu, K. Mueller, "Efficient Low-Dose CT Artifact
Mitigation Using an Artifact-Matched Prior Scan," Medical Physics,
39:4748-4760, 2012.
- X. Zhao, W. Zeng, X. Gu, A. Kaufman, W. Xu, K. Mueller,
"Conformal Magnifier: A Focus+Context Technique with Local Shape Preservation,"
IEEE Transactions on Visualization and Computer Graphics, 18(11):
1928-1941, 2012.
Conference
- P. Ruchikachorn, B. Wang, K. Mueller, "SketchPad N-D:
An Interface for High-Dimensional Dataset Generation and Editing," IEEE
Visualization, poster session, Seattle, WA, October 2012.
- S. Ha, S. Matej, M.Ispiryan, K. Mueller, "GPU-Accelerated
Forward and Backward Projection with Spatially Varying Kernels in 3D DIRECT
TOF PET Reconstruction," IEEE Medical Imaging Conference, Anaheim,
CA, October 2012.
- E. Papenhausen, Z. Zheng, K. Mueller, "Coding Ants:
Using Ant Cclony Optimization to Accelerate CT Reconstruction," Proc.
2nd International Conference on Image Formation in X-ray Computed Tomography,
(Premium Poster), pp. 356-359, Salt Lake City, UT, July 2012.
- Z. Zheng, E. Papenhausen, K. Mueller, "Searching Effective
Parameters for Low-Dose CT Reconstruction by Ant Colony Optimization,"
Proc. 2nd International Conference on Image Formation in X-ray Computed Tomography,
(Poster), pp. 182-185, Salt Lake City, UT, July 2012.
- S. Ha, J. Pi, K. Mueller, "GPU-Accelerated First-Order
Scattering Simulation for X-ray CT Image Reconstruction", Proc. 2nd
International Conference on Image Formation in X-ray Computed Tomography,
(Poster), pp. 178-181, Salt Lake City, UT, July 2012.
- W. Xu, S. Ha, K. Mueller, "Database-Assisted Low-Dose
CT Image Restoration," Proc. 2nd International Conference on Image
Formation in X-ray Computed Tomography, (Oral Presentation), pp. 111-114,
Salt Lake City, UT, July 2012.
- Z. Zhang, K. McDonnell, K. Mueller, "A Network-Based
Interface for the Exploration of High-Dimensional Data Spaces, "
IEEE Pacific Vis, Songdo, Korea, pp. 17-24, March, 2012.
2011 - click here
for papers
- Z. Zhang, F. Ahmed, A. Mittal, IV. Ramakrishnan, R. Zhao, A Viccellio,
K. Mueller, "AnamneVis: A Framework for the Visualization of
Patient History and Medical Diagnostics Chains, " IEEE VisWeek Workshop
on Visual Analytics in Health Care, Providence, RI, October, 2011.
- W. Xu, K. Mueller, "Using GPUs to Learn Effective
Parameter Settings for GPU-Accelerated Iterative CT Reconstruction Algorithms,"
GPU Computing Gems Emerald Edition, ed. W. Hwu, pp. 693-708, 2011.
- S. Garg, K. Padalkar, K. Mueller, “Magic Marker:
A Color Analytics Interface for Image Annotation,"International Symposium
on Visual Computing, pp. 629-640, Las Vegas, NV, September 2011.
- J. Giesen, K. Mueller,
B. Taneva, P. Zolliker, "Choice Based Conjoint Analysis:
Classification/Regression vs. Discrete Choice Models," Preference Learning, Springer, pp. 297-315, 2011.
- Z. Zheng, N. Ahmed, K. Mueller, “iView: Feature
Clustering Framework for Suggesting Informative Views in Volume Visualization,”
IEEE Transactions on Visualization and Computer Graphics (Special Issue
IEEE Visualization), 17(12):1959-1968, 2011.
- S. Garg, T. Berg, K. Mueller, “Iconizer: A Framework
to Identify and Create Effective Representations for Visual Information Encoding,”
International Symposium on Smart Graphics (also Springer Lecture
Notes in Computer Science, vol 6815), pp. 78-90, 2011.
- W. Xu, K. Mueller, "A Reference Image Database Approach
for NLM Filter-Regularized CT Reconstruction," Fully
3D Image Reconstruction in Radiology and Nuclear Medicine, pp. 116-119,
Potsdam, Germany, July, 2011.
- Z. Zheng, K. Mueller, "Identifying Sets of Favorable
Projections for Few-View Low-Dose Cone-Beam CT Scanning," Fully
3D Image Reconstruction in Radiology and Nuclear Medicine, Potsdam,
Germany, pp. 314-317, July 2011.
- Z. Zheng, W. Xu, K. Mueller, "Performance Tuning for
CUDA-Accelerated Neighborhood Denoising Filters", Workshop
on High Performance Image Reconstruction (Fully 3D Image Reconstruction in
Radiology and Nuclear Medicine), pp. 52-55, Potsdam, Germany, July
2011.
- E. Papenhausen, Z. Zheng, K. Mueller, "GPU-Accelerated
Back-Projection Revisited: Squeezing Performance by Careful Tuning,"
Workshop on High Performance Image Reconstruction
(Fully 3D Image Reconstruction in Radiology and Nuclear Medicine),
pp. 19-22, Potsdam, Germany, July 2011. (won Best Paper Award)
- S. Ha, S. Matej, K. Mueller, "Efficiently GPU-Accelerating
Long Kernel Projections in 3-D DIRECT TOF PET Reconstruction via a Memory
Cache Optimization," Workshop on High
Performance Image Reconstruction (Fully 3D Image Reconstruction in Radiology
and Nuclear Medicine), Potsdam, Germany, pp. 31-34, July 2011.
- K. Mueller, S. Garg J. Nam, T. Berg, K. McDonnell, "Can
Computers Master the Art of Communication? A Focus on Visual Analytics,"
IEEE Computer Graphics & Applications, 31(3): 14-21, 2011.
2010 - click here
for papers
- Z. Zhang, A. Mittal, S. Garg, A.Dimitriyadi, IV Ramakrishnan, R. Zhao,
A. Viccellio, K. Mueller, "A Visual Analytics Framework
for Emergency Room Clinical Encounters," IEEE VisWeek Workshop
on Visual Analytics in Health Care, Salt Lake City, October, 2010.
- K. Mueller, S. Das, "REANA: An RFID-Enabled Environment-Aware
Navigation System for the Visually Impaired," IEEE Conference on
Emerging Technologies for a Smarter World, Seoul, Korea, September,
2010.
- C. Rojo, W. Xu, K. Mueller, "Street Light View:
Enriching Navigable Panoramic Street View Maps with Informative Illumination
Thumbnails," (poster) IEEE Visualization Conference, Salt
Lake City, October, 2010.
- S. Garg, J. Nam, K. Padalkar, K. Mueller,
M. Chan, H. Qu, S. Laue, W. Saleem, J. Giesen, "KAV-DB: Towards a Framework
for the Capture and Retrieval of Visualization Knowledge over the Web,"
Proc. Schloss Dagstuhl Scientific Visualization
Workshop, 2010.
- W. Xu, K. Mueller, "Evaluating
Popular Non-Linear Image Processing Filters for their Use in Regularized
Iterative CT," IEEE Medical Imaging Conference, Knoxville,
TN, October, 2010.
- Z. Zheng, K. Mueller, "A Cache-Aware
GPU Memory Scheduling Scheme for CT Reconstruction Back-Projection," IEEE Medical Imaging Conference, Knoxville,
TN, October, 2010.
- S. Ha, Z. Zhang, S. Matej, K. Mueller,
"Efficiently GPU-Accelerating Long Kernel Convolutions in 3-D DIRECT TOF
PET Reconstruction via a Kernel Decomposition Scheme," IEEE
Medical Imaging Conference, Knoxville, TN, October, 2010.
- S. Garg, IV Ramakrishnan, K. Mueller,
"A Visual Analytics Approach to Model Learning," IEEE
Conference on Visual Analytics Science and Technology (VAST), pp. 67-74, Salt Lake City, October, 2010.
- Z. Zheng, W. Xu, K. Mueller, "VDVR:
Verifiable Volume Visualization of Projection-Based Data," IEEE
Transactions on Visualization and Computer Graphics (Special Issue IEEE
Visualization), 16(6):1515-1524, 2010.
- W. Xu, F. Xu, M. Jones, B. Keszthelyi,
J. Sedat, D. Agard, K. Mueller,
"High-Performance Iterative Electron Tomography Reconstruction with Long-Object
Compensation using Graphics Processing Units (GPUs)," Journal
of Structural Biology, 171(2):142-153, 2010.
- S. Li, M. Jackowski, T. Varslot, D. Dione, L. Staib, K. Mueller, "Refraction Corrected Transmission
Ultrasound Computed Tomography for Application in Breast Imaging," Medical
Physics, 37(5):2233-2246, 2010.
- F. Xu, W. Xu, M. Jones, B. Keszthelyi,
J. Sedat, D. Agard, K. Mueller,
"On the Efficiency of Iterative Ordered Subset Reconstruction Algorithms
for Acceleration on GPUs," Computer Methods and Programs in Biomedicine,
98(3):261-270, 2010.
- Z. Zheng and K. Mueller, "Reconstruction
and Visualization of Model-based Volume Representations," Proc.
SPIE, vol. 7625 (SPIE Medical Imaging), San Diego, February 2010.
- W. Xu and K. Mueller, "Parameter
Space Visualizer: an Interactive Parameter Selection Interface for Iterative
CT Reconstruction Algorithms," Proc. SPIE, vol. 7625 (SPIE Medical Imaging), San Diego, February
2010.
2009 - click here
for papers
- C. Men, X. Gu, D. Choi, A. Majundar. Z. Zheng, K. Mueller, S. Jiang, "GPU-based
ultrafast IMRT plan optimization," Physics
in Medicine and Biology, 54:6565-6573, 2009.
- S. Garg, T. Berg, K. Mueller,
"Iconizer: A Framework to Identify and Create Effective Representations
for Visual Information Encoding," (poster) IEEE Visualization Conference,
2009,
- Q. Dinh, N. Neophytou, K. Mueller, "Continuous FVR of Irregularly
Sampled Data Using Gaussian RBFs," (poster) IEEE Visualization Conference, 2009.
- F. Xu and K. Mueller,
"Optimal Sampling Lattices for High-Fidelity CT Reconstruction," IEEE Medical Imaging Comference,
Orlando, October, 2009
- K. Petkov, F. Qiu, Z. Fan, A. Kaufman, K. Mueller, "Efficient LBM Visual
Simulation on Face-Centered Cubic Lattices," IEEE Transactions on Visualization and
Computer Graphics, 15(5): 802-814, 2009.
- W. Xu, K. Mueller,
"Learning Effective Parameter Settings for Iterative CT Reconstruction
Algorithms," Fully 3D Image
Reconstruction in Radiology and Nuclear Medicine, Beijing, China,
September, 2009.
- W. Xu, K. Mueller, "A
Performance-Driven Study of Regularization Methods for GPU-Accelerated
Iterative CT," Workshop on High
Performance Image Reconstruction (Fully 3D Image Reconstruction in
Radiology and Nuclear Medicine), Beijing, China, September, 2009.
(won Best Paper Award)
- J. Nam, M. Maurer, K. Mueller,
"A High-Dimensional Feature Clustering Approach to Support
Knowledge-Assisted Visualization, Computers
& Graphics, 33(5): 607-615, 2009.
- W. Xu, K. Mueller,
"Accelerating Regularized Iterative CT Reconstruction on Commodity
Graphics Hardware (GPU)," (invited paper), IEEE International Symposium on Biomedical
Imaging (ISBI), Boston, MA, July, 2009.
- S. Bruckner, E. Groeller, K.
Mueller, B. Preim, D. Silver, "Illustrative Focus+Context
Approaches in Interactive Volume Visualization," Proc. Dagstuhl Workshop on Scientific
Visualization: Challenges for the Future, 2009.
- F. Qiu, B. Zhang, K. Petkov, L. Chong, A. Kaufman, K. Mueller, X. Gu, "The immersive
cabin," International Symposium on
Visual Computing (ISVC), (in Springer Lecture Notes In Computer
Science; Vol. 5358), pp. 891-900, Las Vegas, NV, December 2008.
- B. Taneva, J. Giesen, P. Zolliker and K. Mueller, "Choice Based Conjoint
Analysis: Discrete Choice Models vs. Direct Regression,", 1st ECML/PKDD-Workshop on Preference
Learning (PL), 2008.
- N. Volkow, Y. Ma, W. Zhu, J. Fowler, J. Li, M. Rao, K. Mueller, K, Pradhan, C. Wong,
G.-J. Wang, "Moderate Doses of Alcohol Disrupt the Functional
Organization of the Human Brain," Psychiatric
Research Neuroimaging, 162(3):205-213, 2008.
- A. Kaufman and K. Mueller,
"CTC Visualization: Past, Current, and Future," (invited talk), MICCAI (Workshop on Computational and
Visualization Challenges in Virtual Colonoscopy), New York,
September 2008.
- J. Nam, M. Maurer, and K.
Mueller, "High-Dimensional Feature Descriptors to Characterize
Volumetric Data, "2nd Workshop on
Knowledge-Assisted Visualization (KAV), Columbus, OH, October,
2008.
- F. Xu, K. Mueller, M.
Jones, B. Keszthelyi, J. Sedat, D. Agard, "On the Efficiency of
Iterative Ordered Subset Reconstruction Algorithms for Acceleration on
GPUs," MICCAI (Workshop on
High-Performance Medical Image Computing & Computer Aided
Intervention), New York, September 2008.
- L. Wang, K. Mueller,
"Harmonic Colormaps for Volume Visualization," Volume Graphics Symposium, pp.
33-40, Los Angeles, August, 2008.
- L. Wang, J. Giesen, K. McDonnell, P. Zolliker, K. Mueller, "Color Design for
Illustrative Visualization," IEEE Transactions on Visualization and
Computer Graphics, (Special issue IEEE Visualization Conference), 14(6):1739-1754,
2008.
- S. Garg, E. Nam, IV. Ramakrishnan, K. Mueller, "Model-Driven Visual
Analytics," IEEE
Symposium on Visual Analytics Science and Technology (VAST '08), pp. 19-26, 2008.
- A. Zelenyuk, D. Imre, E. Nam, Y. Han, K. Mueller, "ClusterSculptor:
Software for Expert-Steered Classification of Single Particle Mass
Spectra," International Journal of
Mass Spectrometry, 275(1-3):1-10, 2008.
- S. Li, K. Mueller, M.
Jackowski, D. Dione, L. Staib, "Physical-Space Refraction-Corrected
Transmission Ultrasound Computed Tomography Made Computationally
Practical," MICCAI, (in
Springer Lecture Notes In Computer Science; Vol. 5242), pp. 280-288, New
York, September 2008.
- K. McDonnell and K. Mueller,
"Illustrative Parallel Coordinates,"
Computer Graphics Forum (Special Issue Eurovis 2008), vol.
27(3):1031-1038, 2008.
- N. Neophytou and K,
Mueller, "Color-Space CAD: Direct Gamut Editing in 3D," IEEE Computer Graphics & Applications,
28(3):88-98, 2008.
2007 - click here for papers
- E. Nam, M. Maurer, and K.
Mueller, "Semantic Visualization Facilitated By Cluster
Analysis,", 1st Workshop on
Knowledge-Assisted Visualization, Sacramento, CA, October, 2007.
- F. Xu and K. Mueller,
"Applications of optimal sampling lattices for volume acquisition via 3D
computed tomography," Volume Graphics
Symposium, Prague, Czech Republic, pp. 57-63, September 2007.
- E. Nam, Y. Han, K. Mueller,
A. Zelenyuk, and D. Imre, "ClusterSculptor: A Visual Analytics tool for
high-dimensional data," IEEE
Symposium on Visual Analytics Science and Technology 2007 (VAST '07),pp.
75-82, November, 2007.
- F. Qiu, F. Xu, Z. Fan, N. Neophytou, A. Kaufman, and K. Mueller, "Lattice-based
volumetric global illumination," IEEE Transactions on Visualization
and Computer Graphics, (Special issue IEEE Visualization Conference), 13(6):1576-1583,
2007.
- J. Giesen, K. Mueller,
E. Schuberth, L. Wang, and P. Zolliker, "Conjoint analysis to measure
the perceived quality in volume rendering," IEEE Transactions on
Visualization and Computer Graphics, (Special issue IEEE Visualization
Conference), 13(6): 1664-1671, 2007.
- F. Xu and K. Mueller,
"GPU-Acceleration of Attenuation and Scattering Compensation in Emission
Computed Tomography," First Workshop
on High Performance Image Reconstruction (Fully 3D Image Reconstruction
in Radiology and Nuclear Medicine), pp. 29-32, Lindau, Germany,
July 2007.
- F. Xu and K. Mueller,
"Real-Time 3D Computed Tomographic Reconstruction Using Commodity
Graphics Hardware," Physics in
Medicine and Biology, vol. 52, pp. 3405–3419, 2007.
- K. McDonnell, N. Neophytou, K.
Mueller and H. Qin, "Subdivision Splatting," Eurographics/ IEEE-VGTC Symposium on
Visualization (Eurovis) '07, pp. 139-146, Norrkoeping, Sweden,
June 2007.
- N. Neophytou, F. Xu, and K.
Mueller, " Hardware acceleration vs. algorithmic acceleration:
Can GPU-based processing beat complexity optimization for CT?," SPIE Medical Imaging '07, San
Diego, February 2007.
- K. Mueller, F. Xu, and N.
Neophytou, "Why do GPUs work so well for acceleration of CT?," SPIE Electronic Imaging '07 (Keynote, Computational Imaging V),
64980N, San Jose, January 2007.
- Y. Zhao, Y. Han, Z. Fan, F. Qiu, Y.-C. Kuo, A. Kaufman, and K. Mueller, "Visual simulation of
heat shimmering and mirage," IEEE Transactions on Visualization and
Computer Graphics, vol. 13, no. 1, pp. 179-189, 2007.
- H.Wong, H. Qu, U. Wong, Z. Tang, and K. Mueller, "A perceptual framework
for comparisons of direct volume rendered images," IEEE Pacific-Rim Symposium on Image
and Video Technology (PSIVT'06), Hsinchu, Taiwan, December 2006
(also in Springer Lecture Notes in Computer Science, Advances in Image
and Video Technology, vol 4319, pp. 1314-1323, 2006)
- A. Zelenyuk, D. Imre, Y. Cai, K.
Mueller, Y. Han, and P. Imrich, "SpectraMiner, an Interactive
Data Mining and Visualization Software for Single Particle Mass
Spectroscopy: A Laboratory Test Case,"
International Journal of Mass Spectrometry, no. 258, pp. 58-73,
2006.
- S. Brennan, K. Mueller,
G. Zelinsky, IV Ramakrishnan, D. Warren, and A. Kaufman, "Toward a
Multi-Analyst, Collaborative Framework for Visual Analytics," IEEE Symposium on Visual Analytics Science
and Technology 2006, pp.
129-136, Baltimore, MD, October, 2006.
- S. Li, Z. Fan, X. Yin, K.
Mueller, A. Kaufman, and X. Gu, "Geometry Field for Accurate
Real-time Reflection," Eurographics
2006, (short paper), pp. 29-32, Vienna, Austria, September,
2006.
- W. Leung, N. Neophytou, and K.
Mueller, "SIMD-aware raycasting," Volume Graphics 2006, pp. 59-62,
Boston, MA, August 2006.
- N. Shareef, T.-Y. Lee, H.-W. Shen, and K. Mueller, "An Image-based
Modelling Approach To GPU-based Rendering of Unstructured Grids," Volume Graphics 2006, pp. 31-38,
Boston, MA, August 2006.
- X. Guan, S. Lai, J. Lackey, J. Shi, U. Techavipoo, K. Mueller, A. Flanders, D. Andrews, "MediCAD: An
Integrated Visualization System for DTI and fMRI Fusion with Anatomical
MRI for Presurgical Planning," 14th Scientific Meeting of the
International Society for Magnetic Resonance in Medicine (ISMRM '06), Seattle, WA, May, 2006.
- F. Xu and K. Mueller,
"GPU-Accelerated D2VR," Volume
Graphics 2006, pp. 23-30, Boston, MA, August 2006.
- Y. Zhao, L. Wang, F. Qiu, A. Kaufman, and K. Mueller, "Melting and Flowing in
Multiphase Environment," Computers
& Graphics, vol. 30, no. 4, pp 519-528, 2006.
- N . Neophytou and K. Mueller,
"Color space CAD," SIGGRAPH '06,
Sketches, Boston, August 2006.
- N . Neophytou, K. Mueller,
K. McDonnell, W. Hong, X. Guan, H. Qin, and A. Kaufman, "GPU-accelerated volume splatting with
elliptical RBFs," Joint
Eurographics - IEEE TCVG Symposium on Visualization 2006 (EuroVis'06), pp. 13-20, Lisbon, Portugal, May 2006
- W. Hong, N. Neophytou, K.
Mueller and A. Kaufman, "Constructing 3D elliptical Gaussians for
irregular data," Mathematical
Foundations of Scientific Visualization, Computer Graphics, and Massive
Data Exploration, Torsten Möller (Ed.), Springer 2006 .
- F. Xu and K. Mueller, "A
comparative study of popular interpolation and integration methods for
use in computed tomography," IEEE 2006
International Symposium on Biomedical Imaging (ISBI '06), pp.
1252-1255, Arlington, VA, April 6-9, 2006.
- K. Mueller and F. Xu,
"Practical considerations for GPU-accelerated CT, " IEEE 2006 International Symposium on
Biomedical Imaging (ISBI '06), pp. 1184-1187, Arlington, VA,
April 6-9, 2006.
- S. Li, K. Mueller, M. Jackowski, D. Dione,
L. Staib, "Fast Marching Method to correct for refraction in ultrasound
computed tomography," IEEE 2006
International Symposium on Biomedical Imaging (ISBI '06), pp.
896-899, Arlington, VA, April 6-9, 2006.
2005 - click here for papers
- L. Wang, Y. Zhao, K. Mueller,
and A. Kaufman, "The magic volume lens: An interactive focus+context
technique for volume rendering," IEEE
Visualization 2005, pp. 367-374, Minneapolis, October 2005.
- L. Wang, X. Gu, K. Mueller,
and S.-T. Yau, "Uniform texture synthesis and texture mapping using
global parameterization," Pacific
Graphics 2005 (also in special issue of The Visual Computer), pp.
801-810, Macao, China, October 2005.
- S. Pamudurthy, E Guan, K.
Mueller, and M. Rafailovich, “Dynamic Approach for Face
Recognition using Digital Image Skin Correlation,” Audio- and Video-based Biometric Person
Authentication (AVBPA) 2005, pp. 1010-1018, New York, July 2005.
- K. Mueller, S. Lakare, and A. Kaufman, "Volume exploration
made easy using feature maps," in: G. Nielson, G.-P. Bonneau and T.
Ertl, eds., Scientific Visualization:
Extracting Information and Knowledge from Scientific Data Sets,
Springer-Verlag, Heidelberg, Germany.
- F. Xu and K. Mueller,
"Accelerating popular tomographic reconstruction algorithms on commodity
PC graphics hardware," IEEE
Transactions on Nuclear Science, vol. 52, no. 3, pp. 654-663,
2005.
- M. Steinberg, K. Mueller,
and R. Kelly, "Engine room: A comparitive environment of volume
rendering engines," Computer Graphics
International, poster session, June 2005.
- S. Li and K. Mueller,
"Spline-based gradient filters for high-quality refraction computations
in discrete datasets," Eurographics /
IEEE VGTC Symposium on Visualization, pp. 217-222, June 2005.
- S. Li and K. Mueller, "Accelerated, high-quality refraction
computations for volume graphics," Volume
Graphics 2005, pp. 73-81, June 2005.
- N. Neophytou and K. Mueller,
"GPU accelerated image aligned
splatting, " Volume Graphics 2005, pp. 197-205, June
2005.
- R. Su, A. Pandit, L.
Zhu, W. Weng, K. Mueller, "A
case study: Web-based informatics system for mouse knockout production,"
ISMB: Annual Meeting of the International Society for Computational
Biology, (to be presented), June, 2005.
- L. Wang and K. Mueller,
“Enhancing volumetric datasets with sub-resolution detail using texture
synthesis,” IEEE Visualization ’04, pp. 75-82, Austin, October
2004.
- F. Qiu, Y. Zhao, Z. Fan, X. Wei, H.
Lorenz, J. Wang, S. Yoakum-Stover, A. Kaufman, and K. Mueller,
“Accelerated dispersion simulation for urban security,” IEEE
Visualization ’04, pp. 553-560, Austin, October 2004.
- A. Li and K. Mueller,
“Methods for efficient, high quality volume resampling in the frequency
domain,” IEEE Visualization ’04,
pp. 3-10, Austin, October 2004.
- H. Qu, R. Shao, N. Zhang, A.
Kaufman, and K. Mueller,
"Feature preserving distance fields," Symposium
on Volume Visualization and Graphics 2004, pp. 39-46, Austin,
October 2004.
- I. Bitter, N. Neophytou, K.
Mueller, and A. Kaufman, “Squeeze: Numerical-precision-optimized
volume rendering," Graphics Hardware Workshop 2004, pp. 25-34,
Grenoble, France, August 2004.
- F. Xu and K. Mueller,
“RapidCT: Acceleration of 3D computed tomography on the GPU,” ACM
Workshop on General-Purpose Computing on Graphics Processors 2004 (GPGPU
’04), Los Angeles, August 2004.
- X. Guan and K. Mueller,
“Point-based surface rendering with motion blur,” Symposium on
Point-Based Graphics, pp. 33-40, Zurich, Switzerland, June 2004.
-
R.
Schulte, V. Bashkirov, T. Li, Z. Liang, K. Mueller, et
al., "Conceptual design of a proton computed tomography system for
applications in proton radiation therapy," IEEE Transactions on
Nuclear Science, vol. 51, no. 3, pp. 866-872, 2004.
- X. Wei, W. Li, K. Mueller, and A. Kaufman, "The
Lattice-Boltzmann method for gaseous phenomena," IEEE Transactions
on Visualization and Computer Graphics, vol. 10, no. 2, pp. 164-176,
2004.
- F. Xu and K. Mueller, "Ultra-fast filtered
backprojection on commodity graphics hardware", 2004 IEEE International Symposium on
Biomedical Imaging, Arlington, VA, April 2004.
- F. Xu and K. Mueller, "Towards a Unified
Framework for Rapid Computed Tomography on Commodity GPUs", IEEE Medical Imaging Conference (MIC) 2003,
Portland, OR, October 2003.
- K.
Mueller, Z. Liang, T. Li, F. Xu, et al., "Reconstruction for
Proton Computed Tomography: A Practical Approach," IEEE Medical Imaging Conference (MIC) 2003,Portland,
OR, October 2003.
- R. Schulte, V. Bashkirov, T. Li, J.
Liang, K. Mueller, et al.,
"Design of a Proton Computed Tomography System for Applications in
Proton Radiation Therapy," IEEE Medical
Imaging Conference (MIC) 2003, Portland, OR, October 2003.
- T. Li, Z. Liang, K. Mueller, et al., "Reconstruction
for Proton Computed Tomography: A Monte Carlo Study," IEEE Medical Imaging Conference (MIC) 2003,Portland,
OR, October 2003.
- P. Imrich, K. Mueller, D. Imre, A. Zelenyuk, W. Zhu,
“Interactive Poster: 3D ThemeRiver”, IEEE Information Visualization
Symposium ‘03, October 2003.
- K. Sidhu, E. Ford. S. Spirou, E. Yorke, J. Chang, K. Mueller, D. Todor, K.
Rosenzweig, G. Mageras, C.Chui, C. Ling, H. Amols. "Optimization of
conformal thoracic radiotherapy using cone-beam CT imaging for treatment
verification," International Journal
of Radiation Oncology, Biology, Physics, vol. 55, no. 3, pp.
757-67, 2003.
- P. Imrich, K. Mueller, D. Imre, A. Zelenyuk, W. Zhu,
“Interactive Poster: A hardware-accelerated rubbersheet focus+context
technique for radial dendrograms”, IEEE Information Visualization
Symposium ‘03, October 2003.
- T. Welsh and K. Mueller, "A frequency-sensitive point
hierarchy for images and volumes," IEEE Visualization '03, pp.
425-432, October 2003.
- W. Li, K. Mueller, and A. Kaufman, "Empty-space skipping
and occlusion clipping for texture-based volume rendering," IEEE
Visualization '03, pp. 317-325, October 2003.
- A. Gosh, P. Prabhu, A. Kaufman, and K. Mueller,
"Hardware-assisted multi-channel volume rendering," Computer
Graphics International '03, pp. 2-7, July 2003.
- V. Srivastava, U. Chebrolu, and K. Mueller, "Interactive
transfer function modification for volume rendering using compressed
sample runs," Computer Graphics International '03, pp. 8-13,
July 2003.
- H. Varadhan and K. Mueller, "Volume ablation rendering," Volume
Graphics Workshop '03, pp. 53-60, July 2003.
- N. Neophytou and K. Mueller, "Post-convolved splatting," Joint
Eurographics - IEEE TCVG Symposium on Visualization '03, pp.
223-230, May 2003.
- E. Ford, J. Chang, K. Mueller, K. Sidhu, D. Todor, G.
Mageras, E. Yorke, C. Ling, H. Amols, "Cone-beam CT with megavoltage
beams and an amorphous silicon electronic portal imaging device:
potential for verification of radiotherapy of lung cancer," Medical
Physics, vol. 29, no. 12, pp. 2913-2924, 2002.
- N. Volkow, W. Zhu, C. Felder, K. Mueller, T. Welsh, G.-J.
Wang, and M. de Leon, "Changes in brain-functional homogeneity in
subjects with Alzheimer's disease,"Journal of Psychiatry Research:
Neuroimaging, vol. 114, no. 1, pp. 39-50, 2002.
- P. Imrich, K. Mueller, D. Imre, A. Zelenyuk, and W. Zhu,
"Interactive poster: Visual datamining with the interactive dendogram,"IEEE
Information Visualization Symposium '02, Poster Session, October
2002.
- N. Neophytou and K. Mueller, "Space-time points: 4D
Splatting on effcient grids," Symposium on Volume Visualization and
Graphics '02, pp. 97-106, 2002.
- V. Srivastava, U. Chebrolu, and K.
Mueller, "Interactive
transfer function modification for volume rendering using pre-shaded sample runs," Pacific
Graphics'02, pp. 489-490., 2002.
- X. Wei, W. Li, K . Mueller, and A. Kaufman, "Simulating
fire with texture splats," IEEE Visualization'02, pp. 227-234, 2002.
- T. Welsh, M. Ashikhmin, and K. Mueller, "Transferring
color to greyscale images," ACM Transactions on Graphics (Proc. of
SIGGRAPH'02), vol. 21, no. 3, pp. 277-280, 2002.
- J. Sweeney and K. Mueller, "Shear-Warp Deluxe: The
Shear-Warp algorithm revisited," Joint Eurographics - IEEE TCVG
Symposium on Visualization 2002, pp. 95-104, May 2002.
- T. Welsh, K. Mueller, W. Zhu, N. Volkow, J. Meade,
"Graphical Strategies to Convey Functional Relationships in the Human
Brain: A Case Study", Visualization '01, pp. 481-485, San Diego,
October 2001.
- M. Nulkar and K. Mueller, "Splatting with shadows," International
Workshop on Volume Graphics '01, Stony Brook, June 2001.
- K. Mueller, T. Welsh, W. Zhu, J. Meade, N. Volkow,
"BrainMiner: A Visualization Tool for ROI-Based Discovery of Functional
Relationships in the Human Brain," New Paradigms in Information
Visualization and Manipulation (NPIVM) 2000, Washington DC,
November, 2000.
- J. Huang, N. Shareef, R. Crawfis, P. Sadayappan, K. Mueller,
"A Parallel Splatting Algorithm with Occlusion Culling", 3rd
Eurographics Workshop on Parallel Graphics and Visualization, Girona
(Spain), September 2000.
- K. Mueller and R. Yagel, "Rapid 3D cone-beam
reconstruction with the Algebraic Reconstruction Technique (ART) by
using texture mapping hardware," vol. 19, no. 12, pp. 1227-1237, IEEE
Transactions on Medical Imaging, 2000. (Appeared also in Yearbook
of Medical Informatics 2002, Schattauer Verlag)
- M. Meissner, J. Huang, D. Bartz, K. Mueller, R. Crawfis,
"A practical comparison of popular volume rendering algorithms," 2000
Symposium on Volume Rendering, pp. 81-90, Salt-Lake City, October
2000.
- F. Dachille, K. Mueller, Ari Kaufman, "Volumetric
backprojection," pp. 109-117, 2000 Symposium on Volume Rendering,
Salt-Lake City, October 2000.
- J. Huang, K. Mueller, N. Shareef, R. Crawfis,
"FastSplats: Optimized Splatting on rectilinear grids," Visualization
2000, pp. 219-227, Salt-Lake City, October 2000.
- K. Mueller, J. Chang, H. Amols, C.C. Ling, "Cone-beam
computed tomography (CT) for a Megavoltage Linear Accelerator (LINAC)
using an Electronic Portal Imaging Device (EPID) and the Algebraic
Reconstruction Technique (ART)," Proceedings EMBS'2000 (The
Annual International Conference of the IEEE Engineering in Medicine and
Biology Society), Chicago, July 2000.
- K. Mueller, R. Yagel, and J. Wheller, "Anti-aliased 3D
cone-beam reconstruction of low-contrast objects with algebraic
methods," IEEE Transactions on Medical Imaging, vol. 18, no. 6,
pp. 519-537, 1999.
- K. Mueller, R. Yagel, and J. Wheller, "Fast
implementations of algebraic methods for the 3D reconstruction from
cone-beam data," IEEE Transactions on Medical Imaging, vol. 18,
no. 6, pp. 538-547, 1999.
- K. Mueller, N. Shareef, J. Huang, and R. Crawfis,
"High-quality splatting on rectilinear grids with efficient culling of
occluded voxels,"IEEE Transactions on Visualization and Computer
Graphics, vol. 5, no. 2, pp. 116-134, 1999.
- R. Seidler, K. Mueller, W.R. Kraft, T. Nakajama, and R.
Hamlin, "Influence of Sotanol on the time constant of isovolumetric
ventricular relaxation in anesthesized dogs," The American Journal
of Veterinary Research, vol. 60, no. 6, pp. 717-721, 1999.
- J. Huang, K. Mueller, N. Shareef, and R. Crawfis,
"VOXBLT: an efficient and high-quality splat primitive," Late
Breaking Hot Topics of Visualization'99, October 1999.
- K. Mueller, N. Shareef, J. Huang, and R. Crawfis,
"IBR-assisted volume rendering," Late Breaking Hot Topics of
Visualization'99, October 1999. (won Best Hot Topic award)
- K. Mueller, T. Moeller, and R. Crawfis, "Splatting
without the blur," Proceedings Visualization'99, pp.
363-371, 1999.
- K. Mueller and R. Yagel, "On the use of graphics hardware
to accelerate algebraic reconstruction methods,"Proceedings 1999 SPIE
Medical Imaging Conference, No. 3659-62, February 1999
- K. Mueller, T. Moeller, J.E. Swan, R. Crawfis, N.
Shareef, and R. Yagel, "Splatting errors and antialiasing, " IEEE
Transactions on Visualization and Computer Graphics, vol. 4, no. 2,
pp. 178-191, 1998.(won Naval Notable Achievement Award)
- K. Mueller and R. Yagel, "Rapid 3D cone-beam
reconstruction with ART utilizing texture mapping graphics hardware," Proceedings
IEEE Medical Imaging Conference 1998.
- K. Mueller and R. Crawfis, "Eliminating Popping Artifacts
in Sheet Buffer-Based Splatting," Proceedings Visualization'98,
pp. 239-245, 1998.
- T. Moeller, K. Mueller, Y. Kurzion, R. Machiraju, and R.
Yagel, "Design of accurate and smooth filters for function and
derivative reconstruction"Proceedings 1998 Symposium on Volume
Visualization, pp. 143-151, 1998.
- S. Bedi, K. Mueller, M. A. Al-Shyoukh, B. Gopakumaran,
and J. Jagadeesh, "Visualization of excitation wave propagation in
cardiac cycles," Proceedings 1998 Summer Computer Simulation
Conference.
- K. Mueller, R. Yagel, and J.J. Wheller " A fast and
accurate projection algorithm for the Algebraic Reconstruction Technique
(ART)," Proceedings 1998 SPIE Medical Imaging Conference, Vol. SPIE
3336, pp. 24-732, 1998. (won Honorary Mention Award.
- T. Moeller, R. Machiraju, K. Mueller, and R. Yagel,
"Evaluation and Design of Filters Using a Taylor Series Expansion,"IEEE
Transactions on Visualization and Computer Graphics, vol. 3, no. 2,
pp. 184-199, 1997.
- K. Mueller, R. Yagel, and J.F. Cornhill, "The weighted
distance scheme: a globally optimizing projection ordering method for
the Algebraic Reconstruction Technique (ART),"IEEE Transactions on
Medical Imaging, vol. 16, no. 2, pp. 223-230, April 1997.
- T. Moeller, R. Machiraju, K. Mueller, and R. Yagel, " A
comparison of normal estimation schemes,"Proceedings Visualization'97,
pp. 19-26, 1997.
- J.E. Swan, K. Mueller, T. Moeller, N. Shareef, R.
Crawfis, and R. Yagel, "An anti-aliasing technique for splatting,"
Proceedings Visualization'97, pp. 197-204, 1997. (Won Best Paper
Award)
- K. Mueller, R. Yagel, and J.J. Wheller, "A comparison of
the Algebraic Reconstruction Technique (ART) and Simultaneous ART (SART)
for the 3D reconstruction from cone beam data," 1997 World Congress on
Medical Physics and Biomedical Engineering, Nice, France.
- K. Powell, N. Obuchowski, K. Mueller, C. Hwang, J.
Hirsch, S. Nissen, and J.F. Cornhill, "Quantitative detection and
classification of single-leg fractures in the outlet struts of
Bjork-Shiley convexo-concave heart valves," Circulation, Vol. 94,
No. 12, pp. 3251-3265, 1996.
- K. Mueller, E.L. LaPresto, K.A. Powell, J.L. Hirsch, and
J.F. Cornhill, "A medical workstation for the display and analysis of
multi-frame digital cineradiographic data," Computers in Biology and
Medicine, vol. 26, no. 5, pp. 385-400, 1996.
- K. Mueller and R. Yagel, "Fast perspective volume
rendering with splatting by using a ray-driven approach," Proceedings
Visualization'96, pp. 65-72, 1996.
- T. Moeller, R. Machiraju, K. Mueller, and Roni
Yagel, "Classification and local error estimation of interpolation and
derivative filters for volume rendering," Proceedings 1996 Symposium
on Volume Visualization,pp. 71-78, 1996.
- K. Mueller and R. Yagel, "The use of dodecahedral grids
to improve the efficiency of the Algebraic Reconstruction Technique
(ART)," Annals of Biomedical Engineering, Special issue, 1996 Annual
Conference of the Biomedical Engineering Society, p. S-66, 1996.
- K. Mueller, R. Yagel, and J.F. Cornhill, "Accelerating
the anti-aliased Algebraic Reconstruction Technique (ART) by table-based
voxel backward projection," Proceedings EMBS'95 (The Annual
International Conference of the IEEE Engineering in Medicine and Biology
Society), pp. 579-580, 1995.
- K. Mueller, E.E. Herderick, and J.F. Cornhill,
"Classification of multi-planar images using Bayes decision theory," Annals
of Biomedical Engineering, Special issue, 1995 Annual Conference of the
Biomedical Engineering Society, p. S-67, 1995.
- K. Mueller, R. Yagel, and J.F. Cornhill, "Improving the
accuracy of the Algebraic Reconstruction Technique (ART) by efficient
pixel supersampling", Radiology, Special Issue, RSNA'95, vol. 197,
p. 325, 1995.
- K. Mueller, E.L. LaPresto, K.A. Powell, J.L. Hirsch, and
J.F. Cornhill, "An efficient graphical user interface for display and
analysis of multi-frame digital cineangiographic data," 1995
Computer Assisted Radiology, Berlin, Germany.
- K. Mueller, R. Yagel, K.A. Powell, and J.F. Cornhill, "A
fast and accurate implementation of the Algebraic Reconstruction
Technique (ART),"1994 World Congress on Medical Physics and Biomedical
Engineering, Rio de Janeiro, Brazil.
- K.A. Powell, S.N. Ganobcik, E.E. Herderick, K. Mueller,
J.G. Chandler, S.N. Nissen, and J.F. Cornhill, "Quantitative detection
and classification of single-leg separations in the outlet struts of
Björk-Shiley convexo-concave heart valves," 1994 World Congress
on Medical Physics and Biomedical Engineering, Rio de Janeiro,
Brazil.
- K.A. Powell, J.F. Cornhill, S.N. Nissen, J.G. Chandler, A.H. Abolfathi,
E.L. LaPresto, E.E. Herderick, K. Mueller, E. Cesmeli, and S. Chandra,
"Digital radiographic analysis of single-leg separations (SLS) in the outlet
struts of Bjork-Shiley convexo-concave valves," 1993 Computer Assisted
Radiology, Berlin, Germany
Dissertation
- Fast and Accurate Three-Dimensional Reconstruction from Cone-Beam
Projection Data Using Algebraic Methods.
PhD Students
Graduated
- Anjul Tyagi (2022, now at JP Morgan)
- Bhavya Ghai (2022, now at Amazon)
- Hyunjung Jenny Lee (2021, now at Tableau)
- Heyi Li (2021, now at China Academy of Space Technology)
- Darius Coelho (2021, now at Akai Kaeru LLC)
- Ayush Kumar (2020, now at ATT)
- Cong Xie (2018, now at Facebook)
- Jun Wang (2018, now at Google)
- Shenghui Cheng (2018, now at Westlake University, China)
- Salman Mahmood (2018, now at Google)
- Sungsoo Ha (2017, now at Facebook)
- Eric Papenhausen (2017, now at Akai Kaeru, LLC)
- Puripant Ruchikachorn (2016, now at Chulalongkorn University, Thailand)
- Bing Wang (2016, now at Google)
- Zhiyuan Zhang (2013, now at Facebook)
- Ziyi Zheng (2012, now at Google)
- Wei Xu (2012, now at Brookhaven National Lab)
- Julia EunJu Nam (2011, now at Microsoft)
- Supriya Garg (2010, now at Google)
- Shengying Li (2008, now at Barclays Bank)
- Lujin Wang (2007, now at NVIDIA)
- Fang Xu (2007, now at Google)
- Neophytos Neophytou (2006, now at Bloomberg)
- Sarang Lakare (2004, now at Siemens Corporate Research)
- Wei Li (2004, now at Siemens Corporate Research)
- Ingmar Bitter (2001, now at Claron Technology)
Invited
Talks (since 2005)
06/24/19 --- Invited Lecture, Big Data Workshop, Chinese University of Hong Kong at Shenzhen, Shenzhen, China, “Explainable AI for High-Dimensional Data”
06/25/19 --- Invited Lecture, Hong Kong University of Science and Technology, Hong Kong, “Explainable AI for High-Dimensional Data”
06/26/19 --- Invited Lecture, Chinese Academy of Science, Shenzhen, China, “Explainable AI for High-Dimensional Data”
06/28/19 --- Invited Lecture, Tsinghua University, Beijing, China, “Explainable AI for High-Dimensional Data”
07/01/19 --- Invited Lecture, Zhejiang University, Hangzhou, China, “Explainable AI for High-Dimensional Data”
05/08/19 --- Grand Round Invited Lecture, Montefiore Hospital, New York, NY, “Foundations and Applications of Deep Neural Networks in Computed Tomography Reconstruction”
02/06/19 --- Distinguished Lecture, Notre Dame University, South Bend, IN “The Subspace Voyager, and Other Forms of Transportation through High-Dimensional Data Spaces”
03/19/18 --- Workshop on Challenges in the Computational Modeling of Beijing’s Air Pollution and Traffic, “Visualization of Large Cities and Contaminant Propagation”, Beijing, China
03/20/18 --- Distinguished Lecture, Tsinghua University, China, “Big Data Visual Analytics”
03/21/18 --- Distinguished Lecture, Peking University, China, “Big Data Visual Analytics”
07/16/17 --- IEEE Power & Energy Society General Meeting, “Visual Analytics and Decision Making with High-Dimensional Data”
04/12/17 --- Texas A&M University, “Big Data Visual Analytics”
08/10/16 --- Rutgers Cancer Institute of New Jersey, “Visual Reasoning with High-Dimensional Data”
07/13/16 --- Los Alamos National Lab, “Visual Reasoning with High-Dimensional Data”
07/08/16 --- Decision Camp 2016, “The Decision Boundary Map”
07/01/16 --- University of Stuttgart, Germany, “Visual Reasoning with High-Dimensional Data”
06/13/16 --- Seoul National University, “Big Data Visual Analytics”
06/28/16 --- Dagstuhl Workshop, “Visual Reasoning with High-Dimensional Data”
05/23/16 --- NSLS-II and CFN Users Meeting Workshop, “Big Data Visual Analytics“
04/05/16 --- University of Nebraska, Lincoln, “Big Data Visual Analytics”
03/23/16 --- STREAM 2016, “Mining Behavior Patterns in Streaming Multivariate Data”
03/16/16 --- City University of New York (CUNY), “Big Data Visual Analytics”
10/05/16 --- Korea University, “Big Data Visual Analytics”
08/07/15 --- University of Jena, Germany, “Visual Analytics for Big Data”
06/10/15 --- Brookhaven National Lab, “Generating Images from Data"
06/22/15 --- International Symposium on The Science and Technology of Smart City and Big Data, “Visual Analytics for Big Data"
03/25/15 --- United Nations Asia-Pacific Regional Training Workshop, “Visual Analytics with Multivariate Data"
02/12/15 --- Korea Polar Institute, “Visual Analytics for Multivariate Data Analytics with Application to Climate Science Research”
03/19/14 --- Hong Kong University of Science and Technology, “Big Data Visual Analytics"
04/24/14 --- SIAM Data Mining Workshop on Exploratory Data Analysis, “Model-Driven Visual Analytics"
04/11/14 --- School of Marine and Atmospheric Sciences, Stony Brook University, “Visual Analytics for Multivariate Data Analytics with Application to Climate Science Research,”
03/19/14 --- HackersUhac, Seoul, Korea, “How to Successfully Apply to US Universities”
03/10/14 --- NII Shonan, Japan, 'Meeting on Computer Visualization: Concepts and Challenges', “The ND-Scope: Visual Exploration of High-Dimensional Data”
03/05/14 --- IEEE Pacific Visualization Symposium, Yokohama, Japan, (keynote), “Expanding the Universe – From Volume Rendering to High-Dimensional Data Visualization”
01/06/14 --- Dagstuhl Research Center, Germany, Perspectives Workshop 'Connecting Performance Analysis and Visualization', "Visual Analytics for High-Dimensional Data”
10/23/13 --- Microsoft Asia, Beijing, China, eScience Workshop, “A Visual Framework for Multivariate Data Analytics in Science and Healthcare”
06/18/13 --- Dagstuhl Research Center, Germany, Workshop 'Parallel Data Analysis', “Visual Analytics for High-Dimensional Data”
06/04/13 --- Shandong University, Jinan, China, “Big Data Visual Analytics”
05/29/13 --- Yonsei University, Korea, “I see. I understand. Visual Tools to Make Sense of Complex Data”
04/03/13 --- POSTECH University, Korea, “Big Data Visual Analytics”
01/15/13 --- Samsung, Korea, Medical Imaging Division, “GPU-Accelerated Iterative CT Reconstruction for Low-Dose X-ray Imaging”
10/19/12 --- IEEE VIS, (panel talk), “Balancing Personal and Professional Life as a Visualization Scientist”
06/08/12 --- Annual Meeting of the Society for Imaging Informatics in Medicine (SIIM), (panel talk), “Visual Analytics and Information Visualization in Healthcare”
02/17/12 --- Johns Hopkins University Grand Rounds, “Visual Analytics and Information Visualization in Healthcare”
09/27/11 --- International Symposium on Visual Computing (keynote), “Can
Computers Master the Art of Communication? A Focus on Visual Analytics”
06/10/11 --- Dagstuhl Research Center, Germany, “Can Computers Master
the Art of Communication? A Focus on Visual Analytics”
07/20/11 --- University of Bremen, Germany: “Illustrative Design Inspired
Multivariate Data Visualization,”
12/06/10 --- DIMACS, Rutgers University, NJ: “Interactive Model Learning
from High-Dimensional Data: A Visual Analytics Approach”
08/25/10 --- Pacific Northwest Lab, Washington: “Model-Driven Visual
Analytics”
04/15/10 --- Brookhaven National Lab, New York: “High-Dimensional Data
Exploration in a Visual Analytics Framework”
09/15/09 --- Zhejiang University, China: ” Visual Information Capture
and Encoding”
09/12/09 --- Beijing University, China: ”Visualization and Visual Aesthetics”
07/29/09 --- IEEE International Symposium on Biomedical Imaging (ISBI), (invited
talk), “Accelerating Regularized Iterative CT Reconstruction on Commodity
Graphics Hardware (GPU)"
06/16/09 --- Dagstuhl Research Center, Germany: “KAV-DB: Capture (and
Retrieval) of Visualization Knowledge Over the Web”
06/01/09 --- University of Pennsylvania: “Why do Commodity Graphics
Hardware Boards (GPUs) Work so well for the Acceleration of Computed Tomography”
02/14/08 --- CUNY Graduate Center, New York: “Visualization and Visual
Aesthetics”
11/09/07 --- Anatomical Sciences Department, Stony Brook: “Visualization
in Science and Medicine”
10/08/07 --- Yale University, Connecticut: “Real-time 3D computed tomographic
reconstruction using commodity graphics hardware”
08/15/07 --- University of Florida: “Real-time 3D computed tomographic
reconstruction using commodity graphics hardware”
07/12/07 --- Dagstuhl Research Center, Germany: “Modeling the User”
01/29/07 --- SPIE Electronic Imaging (Keynote, Computational Imaging V), “Why
Do Commodity Graphics Hardware Boards (GPUs) Work So Well for the Acceleration
of Computed Tomography”
01/08/07 --- Hong Kong University of Science and Technology: “Let's
Talk About Volumetric Data”
10/20/06 --- Vienna Institute of Technology, Austria: “Scattered Points,
Organized Rays, with a Touch of 3D Color”
09/21/06 --- IBM, Yorktown Heights, New York: “Visualization for Science
and Medicine”
11/28/05 --- Rutgers University, New Jersey: “Semantics-Aware Visualization”
08/24/05 --- University of California at Davis: “The Magic Volume Lens”
06/08/05 --- Dagstuhl Research Center, Germany: “The Magic Volume Lens”
01/23/05 --- Stevens Institute of Technology, New Jersey: “Facadlet:
A Facade-Generating Primitive for Urban Architecture”
01/12/05 --- Simon Fraser University, British Columbia: “Enhancing volumetric
datasets with sub-resolution detail using texture synthesis”
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